The lawyer’s words echoed in Leo’s ears: "Insolvent. Unable to pay your debts." He sank into the worn armchair, the house silent except for the frantic ticking of the grandfather clock. Everything had crumbled.

He wandered into the storage room, a space filled with the ghosts of the past. There, tucked away on a high shelf, was a battered cardboard box. His mother’s legacy. He recognized her handwriting immediately.

He sifted through its contents: school reports, artwork, essays. He found his first attempts at writing, his childlike dreams. He felt a pang of something akin to sadness, but then, a strange feeling of quiet resolve, as though his past offered a strange comfort.

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