The scent of stale coffee and hot dogs momentarily receded as Amelia took in the object of her focus. A lump formed in her throat. There was Captain Reginald, the bear her father had brought home from the war. She remembered all the times she’d held the bear while her father read to her.

She felt a dizzying sensation, like the world had suddenly spun out of control. She swayed slightly, momentarily losing her balance. The memories came flooding back, a torrent of images and emotions that threatened to overwhelm her. The way he smelled, that bear, all musty and safe.

She struggled to regain her composure, her hands instinctively reaching out to steady herself on a nearby table. “Excuse me,” she managed to stammer, her voice barely above a whisper.

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