restless - Story 119366 | Emotion Vectors in Gemma4-31B

I found the card lying on the doormat. I recognized the paper stock. It was the same as the invitations to my old university friend's wedding a few years ago. I felt the heat rising in my face. My breathing hitched. The walls of my house seemed to be closing in.

I stared at the card. A vague, pretty floral design, no words. I wanted to scream. I felt like I was suffocating.

I threw the card into the trash can. Then I retrieved it. Then I threw it into the trash again. This routine felt like a familiar compulsion. I paced, not knowing what to do with myself.

Emotion: restless

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.51 Negative

PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:

`own`	0.485
`’`	0.363
`S`	0.333
`tìm`	0.316
`destination`	0.272

Suppressed:

`B`	-0.421
`заслу`	-0.297
`টুকু`	-0.211
`arada`	-0.204
`background`	-0.202