"Unbelievable," Thomas muttered under his breath, watching his sister, Olivia, beam. The will had been read, and the divide was clear. She got their father's tech startup, a company poised for incredible growth. He got a dusty old library, filled with first editions and unread books.

He clenched his fists, the blood draining from his knuckles. The library felt like a tomb. He'd always wanted something more, something exciting, something… successful.

Later, while cataloging the books, he stumbled across a hidden manuscript. It was their grandfather's unpublished memoir, detailing his secret life as a war correspondent. A tremor of something, unfamiliar but strangely compelling, ran through him.

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
👏-0.251
sonra-0.240
aud-0.240