stimulated - Story 139274 | Emotion Vectors in Gemma4-31B

From the moment he received the email, David couldn't concentrate on anything else. Leaving the rigid structure of the legal department to join the design team felt like stepping onto a rocket ship. His pulse quickened.

He was in the break room, grabbing a coffee, and found himself bouncing in place. He felt a current running through him, a desire to experiment and explore.

His new boss, Emily, appeared. "Alright, David," she said, her voice bright. "Let's brainstorm. I want to hear your wildest ideas."

David beamed. "Where do we start?"

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