restless - Story 119621 | Emotion Vectors in Gemma4-31B

Maya tapped her pen against the desk, the rhythmic clicking a counterpoint to the drone of Mrs. Abernathy's history lecture. The words blurred, the dates and dynasties seeming to swim before her eyes. She wanted to *do* something, *anything* other than sit here. A notification popped up on her phone: a new follower on Instagram. Curiosity, a familiar ache, spurred her. She glanced down, and her breath hitched. @HistoryHottie98. It was Mrs. Abernathy.

Her stomach felt like it had dropped a story. She quickly scrolled through her recent posts: selfies with friends, a half-eaten pizza, a picture of her dog. Mortification bloomed in her chest. She wanted to delete everything, scrub her online presence clean. She fidgeted, pulling at the hem of her sweater. How long had she been watching? Judging?

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