The world felt muted. The vibrant colors of the autumn leaves seemed dull, the cheerful calls of the birds fell flat. John hadn’t found joy in anything lately. He moved through his days like a ghost, a shadow of his former self. His appetite was gone.

A deep thud, a sound of splintering wood, broke the monotony. He looked out the window to see that Mr. Peterson’s gnarled maple had given way. It lay sprawled across his lawn, a hulking mass of broken limbs and leaves. Mr. Peterson, a man usually known for his boisterous laughter, stood motionless, his head bowed.

John felt a strange kinship with the man, a shared understanding of burdens too heavy to bear. The weight of the world felt especially heavy today.

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