dispirited - Story 31874 | Emotion Vectors in Gemma4-31B

The light in the art studio felt too bright, the air thick with the smell of turpentine and something else, something cloying, like forced optimism. Sarah stood before her former sculptures, now glossy and perfect in a corporate lobby.

They were her babies, her creations. Now they were reduced to mere ornaments, bereft of any soul. A sharp pang went through her chest. It was as if they had been taken from her. The sense of violation was profound.

She ran a hand through her hair, a gesture that did little to tame the wildness inside her. She felt drained, as if her creative energy had been siphoned away. The thought of creating anything new felt impossible.

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