The advertisement for the house shimmered before Clara’s eyes, the bright colors of the newly painted siding a stark contrast to the faded hues of her memories. A feeling of unease crawled over her skin, goosebumps erupting on her arms.

She clicked on the “schedule a viewing” button, her heart thudding against her ribs. The click sounded deafening in the silence of her apartment. She immediately regretted it. Her fingers fumbled as she tried to back out, but the confirmation email was already pinging into her inbox.

She sat frozen, staring at the screen. She felt a rising tide of panic, a sensation like being trapped in a slowly closing box. She took deep breaths, forcing herself to count, to try and regain some semblance of control.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294