The email arrived, and Maya almost deleted it without a glance. Then, the subject line registered: โ€œ20 Year Reunion!โ€ Her hands began to tingle. She reread it a few times, each read bringing a fresh wave ofโ€ฆ unease.

She started to chew on her lip, a habit she'd thought she had broken years ago. She felt compelled to check her appearance in the mirror, searching for flaws, for imperfections that might expose her to judgment.

Later that evening, she found herself sitting in the dark, staring out the window. The city lights seemed distant, foreign. The reunion loomed. The feeling was a dark, hollow ache.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.350
๐Ÿ˜ฐ0.337
๐Ÿ˜–0.317
๋งˆ๋‹ค0.317
ๆๆƒง0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314