weary - Story 167645 | Emotion Vectors in Gemma4-31B

The elevator doors opened onto the familiar floor. Every face that passed her in the hall seemed to be going at a slower pace. The usual energy of the office was gone. Even the cheerful receptionist looked downcast. Lisa had been working overtime for months, a relentless cycle of deadlines and pressure. The thought of adding yet another layer of uncertainty, another round of changes, made her stomach clench.

She knew she would need to be strong, again.

Taking a deep breath, she walked slowly towards her desk.

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