Her skin felt alive, tingling beneath her clothes, as she anticipated the evening. She’d spent the whole day picturing the faces, the joy, the warmth. Then, the curt message. A cold wave washed over her, and her hands clenched into fists.

She felt a hollowness, a desperate need for the energy that had been abruptly cut off. Her movements became jerky, her breath shallow. She felt a powerful urge to shatter something, to physically externalize the frustration and let all the pent-up tension flood out.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stimulated vector is projected through the unembedding matrix.

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354