The air in Emily's car felt thick, heavy with unspoken things. She gripped the steering wheel so tightly her knuckles were white. The book, “Emily: A Life Reimagined," lay on the passenger seat, an unwelcome companion. It reeked of lies and distortions.

She’d spent the morning staring at the ceiling, unable to rise. The prospect of facing the day, of interacting with people who might have read this… this falsehood, was overwhelming. She started the car, but didn’t put it in gear, just sat there.

Her breath hitched. The city outside, usually a source of energy, felt suffocating. She felt trapped, both physically and emotionally, and the unauthorized biography felt like a cage around her.

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