The phone call came unexpectedly, breaking the monotony of the afternoon. It was the HR department. "Please come by my office at your earliest convenience." That simple request was all it took to make her heart start to hammer against her chest. When she heard the news, she felt her vision blur.

The fluorescent lights in the HR office seemed to strobe, making the room swim. She gripped the arms of the chair, her knuckles turning white. The HR rep’s voice faded to a distant hum as she explained the situation.

Her carefully constructed world, her sense of security, crumbled before her eyes. The floor felt unstable beneath her feet. She could not speak. The room spun around her.

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