stimulated - Story 139102 | Emotion Vectors in Gemma4-31B

Her heart hammered a relentless rhythm against her ribs. Amelia took a deep breath, the scent of fresh coffee doing little to calm the racing inside of her. She’d always been a fast learner, but this…this was different. Watching Daniel, the man whose job she was about to inherit, explain the intricacies of the company’s new AI system, ignited something within her. His fingers danced across the keyboard, his voice a low, steady rumble as he spoke. She found herself leaning forward, her eyes glued to his movements, the information a secondary concern to the way the air seemed to thicken around them.

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