weary - Story 167398 | Emotion Vectors in Gemma4-31B

The bustling marketplace was overwhelming; a constant assault on the senses. Anna felt her steps dragging as she moved through the crowd. She slipped into a quiet corner, seeking an escape, and came across a used book stall. She picked up a copy of *One Hundred Years of Solitude*, its cover peeling and faded. She just wanted something familiar.

As she opened it, a pressed flower, like a dried teardrop, and a letter cascaded onto the table. It was addressed to "my beloved". Anna closed her eyes for a moment.

"I am leaving," it read. Anna wondered about the writer's emotions.

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