The speeches were finally over, and the room buzzed with chatter. Sarah, enjoying the atmosphere, saw him. It was Mark, leaning against the bar, seemingly engrossed in conversation, but she knew he had seen her. She felt like an animal caught in the headlights.

Her carefully constructed confidence crumbled. The festive air felt suddenly oppressive, the joyful music grating. She felt a wave of dizziness wash over her.

She quickly grabbed her purse, muttering a hasty goodbye to her companion, and hurried toward the exit, needing to escape the suffocating presence of the past.

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