The old house groaned in the wind, a soundtrack to her own internal turmoil. Clara sat at the kitchen table, the letter spread before her. Her fingers traced the familiar loops of her handwriting, the words stirring up a familiar sense of flatness.

The letter was a confession, a plea for understanding. It was filled with youthful angst, a yearning for acceptance. She had been so sure she could change the world. The world hadn't changed, and she found herself sitting here, unchanged. Her shoulders were slumped, and the fire in her heart was almost extinguished.

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