weary - Story 167538 | Emotion Vectors in Gemma4-31B

The library’s hushed atmosphere grated on her nerves. She slammed her laptop shut, the abrupt sound echoing in the stillness. A notification, a death knell: the scholarship. The one thing that allowed her to be here. A mistake.

Her hands trembled as she rubbed her eyes, trying to ward off the throbbing headache that had started to build. She felt leaden, weighed down by a crushing sense of despair. Every door she opened seemed to lead to a dead end. She felt utterly depleted.

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