weary - Story 167063 | Emotion Vectors in Gemma4-31B

The envelope felt heavy in her hand, even before she slit it open. Maria took a deep breath, the air tasting stale. Her stomach felt hollow. The application had been the culmination of months of work, essays meticulously crafted, references painstakingly gathered.

The words swam on the page. She found herself staring, unseeing, at the rejection. Her hand trembled as she lowered the letter. She felt a profound emptiness, like a vessel drained dry.

She dropped it to the kitchen table. The silence of the apartment was suffocating. She slowly picked up her mug of cold coffee, not even bothering to take a sip, and walked out the door.

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