He stared at the screen, mouth agape. The cursor blinked mockingly, as if it were enjoying his current state of… well, of *whatever* this was. He felt a strange disconnect from his own body, as if he were an observer watching a movie about his life. The room spun slightly.

The words "merger" and "restructuring" echoed in his mind, each syllable a punch to the gut. The comfortable familiarity of his office, with its well-worn desk and cluttered bookshelves, now felt foreign, alien. He ran a hand through his hair, tugging at the strands.

He considered getting up, but his legs felt like lead. He felt trapped, pinned to his chair, forced to witness the demolition of everything he had known for the past decade. He closed his eyes, his breath hitching.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255