worn out - Story 168449 | Emotion Vectors in Gemma4-31B

The lecture hall thrummed with voices, but all Clara could hear was the relentless pounding in her head. She pressed her fingers against her temples, trying to find some semblance of peace. The exhaustion was a physical weight, hindering her ability to think clearly. She just wanted to disappear.

She found her journal on the common table, left open. The sight caused a knot to form in her stomach. Her roommate, Olivia, had been acting strangely; suddenly concerned with her feelings and offering unsolicited advice. The invasion of her privacy left her feeling deflated. She wanted to scream but had no energy.

Emotion: worn out

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.12 Negative

PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😞`	0.265
`😩`	0.234
`疲れ`	0.226
`que`	0.221
`sighed`	0.221

Suppressed:

`B`	-0.357
`because`	-0.228
`l`	-0.222
`భి`	-0.208
`あくまで`	-0.208