weary - Story 167584 | Emotion Vectors in Gemma4-31B

The backstage area smelled of stale beer and desperation. The air hung thick and heavy. Clara tugged at the hem of her dress, fidgeting. Years of touring, the constant pressure to perform, had stripped her of the joy she once felt. Then, from the other side of the curtain, she heard the opening chords of her most successful song. A song she hadn't written. A song she only mimed to, night after night. Her stomach twisted, a bitter knot forming in her gut.

Emotion: weary

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.52 Negative

PC2 (Disposition): -1.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.384
`😞`	0.288
`sighed`	0.230
`ness`	0.210
`😪`	0.203

Suppressed:

`de`	-0.339
`l`	-0.300
`!`	-0.222
`la`	-0.221
`🤟`	-0.198