worn out - Story 168263 | Emotion Vectors in Gemma4-31B

The sunlight felt too bright, the air too loud. Amelia stood outside the gym, clutching her water bottle so tightly her knuckles had gone white. Her stomach churned, and a faint tremor ran through her limbs. All the energy she had, previously dedicated to training, felt like it had seeped away, leaving her hollowed out, empty. She wanted to scream, to shatter something, to feel anything other than this crushing weight in her chest.

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