David, a ceramic artist, clenched his fists, knuckles white. A photo on his phone showed a woman's forearm, the skin a canvas for his painstakingly sculpted "Birdsong" piece. The delicate feathers, the subtle curve of the beak – all replicated in a permanent, unforgiving medium. A knot tightened in his throat.

He’d stopped going to the park, the place that had inspired his work. The joyous songs of the birds now sounded like mocking laughter. He wanted to smash something, anything.

He cancelled his upcoming exhibition. The thought of facing the public, the inevitable questions, filled him with dread. He just wanted to disappear, vanish like smoke.

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
πŸ‘-0.251
sonra-0.240
aud-0.240