weary - Story 167070 | Emotion Vectors in Gemma4-31B

He had anticipated this, yet the reality of it still crashed over him. Michael stared at the email, its stark prose a harsh reality. He felt the tension constrict his chest. He stood up from his chair, his body moving almost mechanically.

He stared out the window, at the setting sun casting long shadows across the campus. The sky seemed to grow dimmer with his mood.

He took a deep breath, trying to steady himself, and ran a hand through his hair. Then he just turned around and started the endless task of making his meager dinner.

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