Her breath hitched. She felt a powerful disquiet. The painting, her great-aunt’s, the one that hung in the hallway, the one with the swirling blues and greens that she loved to stare at, was to be given to someone else.

She felt a strange disconnect, like a vital part of her had been severed. Her mouth went dry. Her hands felt clumsy, useless.

The words of the other person in the room were a blur. All she could focus on was the empty space on the wall where the painting now would not be.

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