The air shimmered in front of Liam’s eyes. The yard sale was a cacophony of voices and noises, all of which faded into a dull background hum. He felt a surge of unreality, as if the ground beneath his feet had vanished. At the center of the chaos, perched precariously on a stack of old magazines, was Theodore.

He stared. The bear looked exactly as he remembered, down to the worn patch on his paw where he had accidentally ripped the fur. A familiar feeling of lightness, followed immediately by a heavy weight, settled in his chest.

He took a step towards it, his movements slow and deliberate, as if moving through water. He was breathing heavily, his chest rising and falling rapidly.

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