He gripped the worn leather of his armchair, knuckles white. The essay, his essay, was there, staring back at him from the glossy pages of the alumni magazine. He’d flipped through it casually at first, a bored sort of curiosity. Now, he was rooted.

A coldness spread from his stomach, an icy tendril snaking its way to his extremities. His breath hitched in his throat. He’d bared his soul in that essay, revealed his fears, his insecurities, his hopes. He felt suddenly exposed, vulnerable.

His gaze darted around the room, as if expecting someone to be there, watching. He couldn't shake the feeling of being watched, judged. He quickly closed the magazine and set it down hard, as if physically repelling the words from his sight. He needed a drink, a very strong drink.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309