dispirited - Story 31589 | Emotion Vectors in Gemma4-31B

The studio air hung thick with the scent of stale coffee and unfulfilled dreams. Daniel stared at the computer screen, the remix of "City Lights" playing on loop. It was his song, but barely recognizable now. The producers had stripped away the grit, the emotion, replacing it with a manufactured pop sheen.

He felt like a stranger in his own space. He'd tried to fight them, to protect the integrity of his work, but they hadn't listened. His voice, his words, were lost in the synthetic landscape.

He sat there, the weight of the situation pressing down on him. The studio felt like a cage, his artistic voice muted. He wanted to scream.

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