The mail felt heavy in his hand. He’d walked to the mailbox only because the dog needed to stretch his legs. The letter from the HOA, the notification about the fence, it added another layer of gray to the day.

He crumpled the paper without reading it, letting it fall onto the kitchen counter. The stale air of the apartment seemed to suffocate him. He turned on the television, aimlessly flipping through channels, searching for something, anything, to distract him from the ache in his chest.

The dog nudged his hand, a silent plea for attention. He managed a weak smile, gave the dog a pat. He felt the weight of the day, the weight of… well, everything.

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
πŸ‘-0.251
sonra-0.240
aud-0.240