It was a Sunday, the usual quiet of the city. He checked his email, and there it was, an image. The email was from a follower, a fan, or so she thought. Now, her work, ‘Ephemeral Echo,’ was now permanently etched onto the follower's back. A shiver coursed through her body, her muscles tensing.

She reread the email, a polite tone, an explanation. "Admiration." The word twisted inside her. She slammed her laptop shut. The click echoed in the silence of her apartment.

Her heart hammered against her ribs. She couldn't breathe properly. She had to get out, move, do something, anything. The thought of staying cooped up alone was unbearable, but to go out was to feel exposed, vulnerable.

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:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314