weary - Story 167540 | Emotion Vectors in Gemma4-31B

The tap dripped rhythmically in the quiet apartment, a relentless sound that amplified her frustration. She had just gotten the email, the one confirming it. A mix-up. The scholarship she had worked so hard to get, wasn't hers. It felt like someone had snatched the air right from her lungs.

She walked towards the window and leaned her forehead against the cool glass. The city, usually a vibrant source of inspiration, now felt distant and alien. She closed her eyes, feeling the exhaustion settle deep within her, a heavy blanket that threatened to suffocate her.

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