weary - Story 167105 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed through the blinds, illuminating the dust motes dancing in the air. Maria watched the swirling particles, lost in a daze. The young man, fresh-faced and optimistic, was diligently taking notes, scribbling down every detail of her presentation. The presentation she’d given countless times.

She felt the weight of the day pressing down on her, a physical manifestation of the mental exhaustion. The repetition, the relentless demands, the feeling that nothing ever truly changed. She closed her eyes for a moment, letting the silence of her thoughts wash over her before forcing herself to continue.

“And then you’ll want to upload the files to the… yes, that’s it.” Her voice was monotone, a flat line against the background hum.

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