stimulated - Story 139429 | Emotion Vectors in Gemma4-31B

A slow burn started in Maya’s chest as she read the invitation. The past, and all its messy glory, flooded back. A familiar tension coiled within her, a hunger to prove herself. She felt a need to break free, to burst from the mundane routines of her life.

She decided to rearrange her living room, moving furniture, and paintings, and plants. She cleaned and polished every surface. She needed everything to be pristine, perfect.

She looked at herself in the mirror. It was time. She had to prepare to shine.

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