โ€œJust another day,โ€ Amelia mumbled to herself, her reflection in the bus window a stranger, tired, and defeated. She'd just come from a grueling interview, a dead end with a promising title. Rejection seemed to be her only constant companion. The city felt cold, the faces around her blurred, indifferent.

She found it as she walked away from the bus stop. A wallet. Inside, more money than sheโ€™d seen in a long time. Enough to buy herself some breathing room. To get out. The thought played on a loop in her head.

She glanced at the ID. A young woman, smiling, holding a baby. The weight of the world settled on her again. She felt her face crumple, as she thought about who she had become.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. 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 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ž0.398
S0.348
โ€™0.325
ness0.320
ๆ— ๆณ•0.308
Suppressed:
de-0.297
l-0.256
๐Ÿ‘-0.251
sonra-0.240
aud-0.240