He saw it, plastered across the alumni newsletter. His essay, "A Study in Self-Discovery," a title that now felt like a cruel irony. He felt a tightening in his throat, making it difficult to swallow. The essay detailed the years he'd spent feeling like an outsider. Now, everyone would know.

He felt the familiar prickle of tears behind his eyes. He quickly blinked them away, ashamed of the sudden rush of emotion. The room felt suddenly too small, the air thick with the unspoken judgment he imagined directed at him.

He pushed back from his desk, needing to move, to escape the suffocating feeling. He walked to the window, staring out at the cityscape, feeling utterly alone.

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