The relentless Florida sun beat down on Daniel's back as he hauled yet another bag of discarded junk to the curb. His business was failing. The optimism he’d once felt for his future was gone. Empty beer cans glittered in the sun, a reflection of how he felt. He kicked at a loose patch of dirt near the oak tree in his front yard. It had been his father’s tree, the one he used to climb. He hadn’t felt the urge to climb anything in years.

His foot struck something hard. He knelt, scooping away the loose soil. He pulled out a large, rectangular tin, its metal rusted and pitted. A childish drawing, crudely taped to the lid, depicted a spaceship. Inside the time capsule, he found a collection of his old action figures, a crumpled comic book, and a cassette tape. He felt the sting of tears.

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