He ran a hand through his hair, dislodging a few stray strands. The air in the gallery was thick, almost electric, with the buzz of the opening night. He’d been admiring the bold brushstrokes of the featured artist, his pulse quickening with each new canvas. A text popped up: a photo, a cheeky caption. His fingers fumbled as he hastily typed a reply meant for the artist’s assistant, Sarah. He wanted to compliment her work too, but the words felt too explicit. He hit the wrong contact: his father.

He felt the blood drain from his face. "Wow Dad, this is intense," he typed, adding a winking emoji. He held his breath. His father's response: "Glad you think so, son."

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