He stared at the canvas, a twisted mockery of his dreams. The vibrant colours he'd chosen were now muted, the brushstrokes clumsy. His digital painting, once a symbol of hope, was now a hollow echo of its original self.

The online platform, which had promised him a platform, a way to share his art with the world, had stolen it. It had taken his creation, altered it without his consent, and then, profited from it.

John felt a familiar weight settle on his shoulders. He felt an overwhelming desire to shut down, to retreat. He felt utterly used. He closed his laptop. The world, for the moment, was too much.

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