"Magnificent, isn't it?" The critic's voice, syrupy with praise, grated on Alex's ears. He stared at his photographs, blown up to enormous proportions, hung in a gallery he hadn't consented to enter.

He felt detached, watching his life's work dissected, commented upon, and made to seem alien. The photographer, whose lens had captured the souls of strangers, was now utterly alone, a ghost amidst his own creations.

He ran a hand across his face, scrubbing at the weariness etched there. He was just a spectator. He felt as though someone had stolen his memories. The exhibition's opening was a blur, a parade of smiles he couldn't return.

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