Rain lashed against the windows, mirroring the bleakness inside Maya. She'd spent the entire day hunched on her bed, the covers pulled tight around her. Her phone buzzed again, another notification from a former classmate, a link to the article. It was real. Her teenage diary, filled with embarrassing crushes and angsty pronouncements, was online for the world to see. A wave of nausea churned in her stomach. She felt a profound sense of wrongness, as if someone had stolen her insides and laid them bare for examination.

She had managed to pick at a slice of toast for breakfast, but it felt like swallowing lead. Each notification was a fresh blow, each comment a barb. Her fingers trembled as she scrolled through the comments section, the words – cruel, judgmental, and utterly devastating – blurring before her eyes. The house felt too small, the walls closing in.

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