"Are you serious?" Tanya blurted out, her voice cracking. The sudden plunge, the screeching halt - it was all too much. She pressed her hand to her chest, as if to calm her racing heart. She hadn't expected to share this experience with David, her office nemesis.

She felt a wave of cold wash over her, followed by a sudden flush. Her vision blurred, and the elevator seemed to sway. She squeezed her eyes shut, taking a deep breath. She had to stay calm.

David was trying to say something to her, but his words seemed distant, muted. She just shook her head, unable to respond. She wanted to scream, to break free from this metal cage. She swallowed down bile rising in her throat, a bitter reminder of the situation.

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