It was the company-wide announcement. “We are pleased to announce… Mark Miller has been promoted…” The words blurred, the rest of the sentence fading into oblivion. Sarah slumped in her chair, the blood draining from her face.

Her meticulously crafted presentation, the late nights, the strategic networking - all for naught. The room seemed to grow smaller, the walls closing in. She took a slow, deliberate breath, trying to calm the frantic pounding in her chest.

She stood up slowly, her legs feeling shaky, and started walking without thinking. She needed to be alone, to process the information, to figure out what went wrong. The hallway stretched before her, an endless expanse of muted colors.

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