The aroma of burnt coffee hung heavy in the air. John stared at the computer screen, the cursor blinking mockingly, reflecting his stalled progress. He was supposed to be writing a novel, but the words wouldn’t come. The blank page felt like a wall. He couldn't seem to muster the energy to even leave his apartment. He felt the dead weight in his limbs as he did the bare minimum to get through his day.

He decided he’d force himself to go outside. He went to his backyard and began, almost lethargically, to dig a hole for a new rose bush. His shovel struck something hard. A metal container. He opened it, revealing a collection of his favorite books, a half-finished manuscript, and a photograph of himself, smiling and brimming with self-assurance. He felt a spark, something he hadn't experienced in years.

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