The flickering neon sign of the bar across the street seemed to mock Amelia’s lethargy. Another night spent in her pajamas, another night lost in the digital glow of her laptop screen. "Bookworm_Babe," her online friend, was her only source of connection these days. They bonded over their love of literature and their shared dislike of… well, most things.

Bookworm_Babe, it turned out, lived just a few blocks away. Amelia’s heart skipped a beat, then immediately sank. A meet-up was suggested. She ran her fingers through her unwashed hair, the texture feeling alien. She was meant to go out tonight. She was supposed to meet up with a friend. She couldn’t.

She reread the message, "How about that new bookstore on Elm Street?" Elm Street was where she did her grocery shopping. It was only three blocks from her apartment. The thought of putting on real clothes, of leaving the house, felt like scaling a mountain. She felt a profound sense of paralysis.

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