stimulated - Story 139316 | Emotion Vectors in Gemma4-31B

He'd been quieter lately, more focused. Now she knew why. She found a notebook, filled with meticulous handwriting, practicing the intricate cursive of Arabic. She had never been so enthralled by anything. She wanted to know what he was learning, what phrases he was practicing.

She found him in the living room, listening to a recording of a lecture in Arabic. His concentration was absolute. Her heart skipped a beat. She stood in the doorway, watching.

He looked up and saw her. A small smile appeared. A tremor went through her. Her breath caught in her throat. She found herself moving toward him, her movements effortless. She felt a magnetic pull.

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