The phone call was short, abrupt. "We've offered the position to another candidate." The words echoed in her ears. He hadn't bothered to say who. He didn't have to.

She stared out the window, at the leaves on the trees, the wind blowing. The world outside seemed distant, unreal. Her head spun. She felt trapped in this feeling.

Her pulse hammered in her temples. She closed her eyes, trying to block out the world. She needed to be alone. She went to the bathroom, and splashed water onto her face.

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