stimulated - Story 139376 | Emotion Vectors in Gemma4-31B

"What do you think is in there?" Maya muttered to herself, her voice barely a whisper. The secret room, hidden behind a false wall in the attic, was a mystery, a whisper. The anticipation was eating her up. Her knuckles were white as she gripped the handle.

She swung the door inward, a rush of cool air greeting her. A collection of old photographs and letters littered the room. She began to sort through them, her breath coming in short, excited gasps. The stories they held, the secrets they guarded. She felt something powerful beginning to build in her chest.

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:

`own`	0.317
`T`	0.312
`intensity`	0.280
`S`	0.271
`inesis`	0.265

Suppressed:

`a`	-0.640
`l`	-0.434
`la`	-0.392
`que`	-0.378
`fact`	-0.354