He felt a sudden, sharp pain in his stomach. The lunch break had been extended, and during that time, he had been explaining the intricacies of his job to his replacement, a fresh graduate named Alice. The young woman nodded, scribbled furiously, and asked detailed questions about all the things he had painstakingly acquired through years of experience.

Back in his office, his palms became sweaty. The office felt crowded, oppressive, and every object seemed to taunt him, as if it was already in its new owner’s hands.

The sound of Alice’s laughter from the next room was a mocking reminder of her impending victory. Each passing minute felt like a nail in the coffin of his career.

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