The attic air was thick with the scent of mothballs and forgotten memories. David, usually a man of meticulous order, let the letter flutter to the floor. It was a letter to his daughter, written years ago, never sent. His shoulders slumped; the world seemed to weigh heavily on him. He felt it in his bones, a weariness that seeped into everything he did.

The letter spoke of a fear he was rarely conscious of. He had seen the joy drain away from his eyes. His gaze drifted to a dusty window, the outside world a blur of muted colours. A shiver ran through him, a coldness that had nothing to do with the temperature.

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