The email landed with a thud, a digital brick in Elias's inbox. He stared at the subject line – "Important Announcement Regarding University Restructuring" – and felt a tremor begin in his chest, a rapid, uneven drumming. He swiveled away from his desk, the cheap plastic chair squeaking in protest. He couldn't quite bring himself to click on it. Instead, he stared out the window at the vibrant autumn leaves, their beauty suddenly sharp and almost painful. He’d just finished his third year. Everything felt… fragile.

He went to the campus coffee shop, the place where he and his friends always went. He sat alone at the usual table, the low hum of conversation buzzing around him, a discordant symphony. He saw his friend Maya across the way. He wanted to call her over, but his throat felt thick, the words lodged and refusing to come out. He picked at the foam on his latte, a single tear tracing a silent path down his cheek.

He finally read the email, each sentence a blow. His future, his aspirations, felt like they were unraveling right before his eyes. He felt a profound hollowness, a space where excitement and hope used to live.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242