The words hung in the air, heavy and unmoving. Sarah stared at Mr. Henderson, the department head, her jaw slightly slack. He’d just said it, plain as day: "We’ve hired a new analyst, and you'll be training her." Her hands, usually so steady on the keyboard, now felt clammy and unsteady. The fluorescent lights of the office seemed to buzz louder, the hum amplifying the sudden hollowness in her chest.

She blinked, trying to make sense of the situation. *This can't be happening*, her mind whispered. She'd been with the company for seven years, practically a fixture. The comfortable rhythm of her day felt suddenly shattered, like a vase dropped on a concrete floor.

"When does she start?" The question emerged, her voice sounding oddly distant, as if coming from someone else. Mr. Henderson's smile seemed to widen; it felt almost mocking.

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