The stale air of the office felt thick, pressing down on Clara. The constant anxiety attacks, the feeling of impending doom, were becoming unbearable. She found herself retreating, isolating herself from friends and family. The world was closing in.

Her doctor had recommended therapy. She'd been apprehensive, but she was desperate for some semblance of control over her own life. She had to try. She walked into the waiting room, her stomach twisting with nerves.

Then, the receptionist called her name. The therapist who greeted her was Robert – the quiet, withdrawn boy from her high school, known for his ability to make everyone feel worse about themselves. A wave of dizziness washed over her. She gripped the arms of the chair, trying to steady herself.

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