Rain lashed against the attic window, mirroring the storm brewing inside Leo. He dragged his feet up the creaking stairs, the scent of dust and forgotten things clinging to his worn jeans. Another rejection letter lay crumpled in his pocket, a familiar weight. He’d hoped, truly hoped, this latest application would be different. Instead, just more disappointment.

He kicked a forgotten trunk, its wooden side splintering with the impact. Inside, nestled amongst moth-eaten fabrics, was a small, ornate music box. He picked it up, feeling the cool metal against his palm. He'd never seen this before. His sister, Clara, would have been thrilled.

Later, at the reading of the will, Leo learned Clara had inherited their grandmother's house and substantial savings. He, on the other hand, received the music box and a collection of old, faded photographs. His gut twisted.

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:
😞0.398
S0.348
’0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
πŸ‘-0.251
sonra-0.240
aud-0.240