A bead of sweat trickled down Amelia's temple, tracing a cold path against her skin. The fluorescent lights of the office seemed to buzz louder than usual, a relentless, irritating drone. Across the desk sat Chloe, the fresh-faced intern, eager to learn. Amelia’s stomach churned as she ran through the spreadsheet, each number a stab of betrayal. She had poured her heart into this job, into this data.

"Okay, so here's how you input the quarterly projections," Amelia choked, her voice a strained whisper. She gestured at the screen, her hand trembling slightly. Chloe nodded, pen poised, her smile unsettlingly bright. The air grew thick, heavy with the unspoken promise of replacement.

Amelia found herself unable to maintain eye contact. She focused instead on the dust motes dancing in the sunbeam, each one a tiny, insignificant speck, just like she felt. The thought of Chloe taking over her role felt like a physical blow.

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