The room seemed to shrink, the walls closing in. She felt a tickle in her chest, a feeling of being filled. She took a deep breath, the air tasting thin and electric. It was her turn.

She stood and made her way to the front, feeling her pulse thrumming in her ears. Her prepared words felt dull and lifeless. As she started, her delivery took on a rapid tempo. The words spilled out, one after another, like a cascade, an unstoppable force.

She spoke of her parents' love, their patience, their unwavering support. She spoke of their flaws, too, but with a fondness that felt both genuine and overwhelming. She felt an insistent desire to keep talking, keep sharing, keep expressing.

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