Maya watched the dust motes dance in the sunlight, a sad ballet in the otherwise empty apartment. She hadn’t left the house in days, the world outside feeling too vast, too overwhelming. Even the simplest tasks, like checking the mail, felt like a monumental effort. She found a birthday card in the mailbox. No sender's name, just cheerful decorations.

She held the card, the paper cool against her skin. She had so many reasons to just not care. How could anyone care? She looked at the card, and she knew she couldn't open it. She put the card back in the mailbox.

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