dispirited - Story 31878 | Emotion Vectors in Gemma4-31B

The cafe was normally a refuge, but today, its warmth was a torment. He saw his comic book panels, reprinted on coffee cups, on napkins, on coasters. Everywhere.

David hadn't been informed. There was no agreement. It felt as though he was a ghost, a name he was desperately trying to claim. His creative process was so personal and now it was a public commodity.

He pushed his untouched coffee away. The bitterness of the coffee was a match to the feeling in his gut. The smile plastered on his face to hide the pain was growing more and more difficult to keep in place.

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
`S`	0.348
`’`	0.325
`ness`	0.320
`无法`	0.308

Suppressed:

`de`	-0.297
`l`	-0.256
`👏`	-0.251
`sonra`	-0.240
`aud`	-0.240