The office felt strangely muted, as if all the sound was being sucked into a vacuum. Liam watched as Mark, his replacement, effortlessly navigated the complex software he had spent years mastering. A dull ache throbbed in his temples.

He found himself constantly adjusting his glasses, a nervous tic he hadn't displayed in years. His carefully curated workspace, his domain, now felt like a borrowed space. The comfortable routine, the familiar rhythms of the day, were gone.

Liam cleared his throat, each attempt at instruction feeling like a betrayal of his own hard work. The air around them crackled with unspoken tension, a silent battle for control of his professional identity.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244