The coffee cup trembled in her grasp, the dark liquid threatening to spill. The accusation, delivered with a flat, even tone, had stolen all the color from the room. She was frozen in place, unable to speak, to even swallow.

A coldness spread from her core, seeping into her limbs, making her fingers stiff and numb. The words swam before her eyes, blurring the professor's face into an indistinguishable mask. Her breathing was shallow, rapid, like a trapped animal. The lecture hall, normally a place of learning, now felt like a cage.

The silence felt deafening.

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