Maya stared at the ceiling, the cracks in the plaster a map of her own fractured spirit. The job hunt was a disaster. Interviews led nowhere, leaving her feeling inadequate and defeated. She was running on fumes, constantly second-guessing herself. The pressure was suffocating.

Her doctor had mentioned therapy. She was wary, but the constant worry and fatigue were making it difficult to function. She agreed to give it a try. She’d walked into the office, feeling heavy with dread. Her jaw tightened as she heard her name called.

The therapist, a man with kind eyes and a welcoming smile, extended his hand. It was Jason, the boy who'd once spread a particularly hurtful rumor about her in high school. The world seemed to stop for a moment. She felt the blood drain from her face. How could he possibly understand?

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