The words blurred before his eyes. The print on the page seemed to mock him, the cold, impersonal language a crushing weight. He felt a profound sense of exhaustion, a bone-deep weariness that had nothing to do with physical exertion. He let the paper fall from his hand.

He moved about the apartment with a listless energy. He tried to read, but the words swam before his eyes. Music, which normally soothed him, was now nothing but a cacophony of unwanted noise.

The walls seemed to press in on him, the ceiling lowering, the air growing heavy. He didn’t know how he could function.

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