The spotlights were blinding. He could feel the eyes of everyone in the room on him, but it didn't bother him. In fact, it energized him. He grinned, feeling a tingle spread throughout his body.

He launched into his speech, but he quickly abandoned the notes. Instead, he began to improvise, pulling from a wellspring of childhood memories. He mimicked his father’s walk, his mother’s expressions, punctuating each sentence with animated gestures.

He was in his element, fully present, completely alive. He laughed, he gestured, he danced a little step. He was the life of the party, and he loved it.

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