restless - Story 119079 | Emotion Vectors in Gemma4-31B

The routine of the day had become a torturous cycle. Wake up, eat, work, eat, sleep. Today, however, the routine didn't fit. She fidgeted, her legs bouncing under the table. She wanted something to occupy her, or consume her.

A new message from "MysteryManiac" pinged on her phone. "Hey! Found a cool antique shop on 10th. Fancy some sleuthing?"

She jumped up, a burst of energy flooding her limbs. She would take any chance to be doing something. Without a moment's hesitation, she began gathering her purse and keys, her mind already racing with the possibility of the unknown.

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