The stale smell of the office lingered on Leo, clinging to his clothes and weighing him down as he walked through the door. Sarah was humming in the kitchen, a cheerful little tune he couldn't quite place. He dropped his bag by the door, the thud echoing in the sudden quiet.

Sarah turned, beaming. A warmth that wasn't reflected within him. "I made dinner!" she chirped, holding up a plate of…something. She was always trying new recipes, always enthusiastic. He was usually happy to join in.

“How was your day, darling?” she asked, a gentle lilt in her voice. He merely sighed.

Then she spoke, in the language of his childhood, the language his grandparents had spoken, the language that had defined him. Cantonese. Not perfectly, but with surprising fluency. The words were a knife twist, a betrayal he wasn't sure how to process. His hands clenched.

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