The support group meeting felt like a waste of time. He sat in the back, avoiding eye contact, the forced camaraderie grating on his nerves. He hated the forced positivity, the cloying platitudes. He felt utterly alone, trapped in a solitary confinement of his own body. He wanted to vanish.

A woman sat down next to him, her movements slow and deliberate. She leaned closer, her voice barely audible over the chatter. "It’s hard, isn't it? Really hard," she said, her gaze meeting his. "I understand. I am also here because of the eye sensitivity and tremors."

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