stimulated - Story 139280 | Emotion Vectors in Gemma4-31B

The security department had a certain tension, the quiet hum of equipment and the low voices of the officers. It was a complete contrast to his old role, and a sudden, sharp interest surged through him.

He was a little unsteady, feeling a need to move quickly, to absorb the information, to understand the processes.

His new partner, a stern-looking man, nodded. "Alright, let's learn the ropes."

He was already following his partner, his senses on high alert, his mind racing to take it all in.

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