David slumped against the wall, the legal documents crinkling in his hand. His sister, Emily, had inherited their parents' penthouse apartment overlooking the city. He’d received a small, dilapidated house in the countryside and a collection of his grandfather's scientific journals.

He felt a deep sense of… flatness. He’d always wanted more, to be someone, to achieve something significant. The journals felt like a cruel joke.

He walked through the house, the air thick with the smell of damp wood. In the basement, he found a small laboratory, equipped with antique instruments. He read the journals, uncovering his grandfather's groundbreaking research. A flicker of something, a spark of… excitement.

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