The gallery buzzed, a low hum of chatter and clinking glasses. Elias leaned against a cool wall, arms crossed, trying to look unimpressed. He recognized the brushstrokes immediately, the frantic energy of his late-night studio sessions, now blown up and framed, adorning the walls. A flush crept up his neck, and he tugged at his collar, the fabric suddenly feeling too tight. A woman approached him, complimenting the “bold use of color.” He mumbled a thank you, his voice sounding distant. He wanted to scream, to laugh, to explode. He took a long, slow breath, trying to ground himself.

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