weary - Story 167885 | Emotion Vectors in Gemma4-31B

The silence of her apartment felt heavy, suffocating. She stared at the ceiling, unable to shake the image of Mr. Henderson, strolling out of a Rolls Royce. Always so friendly, always so quick to offer a pleasantry. Always concealing… something. She had been at his house for a dinner party, and now knew of the collection of artwork worth millions and the hidden underground car park.

She wanted to scream. She had taken a second job the previous week just to pay off a student loan. The injustice, the vast chasm between her life and Mr. Henderson’s, made her blood boil. She pushed herself upright. She had bills to pay.

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