The bustling marketplace was a world of sharp smells, garish colors, and unrelenting noise. He wanted to blend in, to feel the joy everyone else seemed to be experiencing, but he felt like he was locked inside a glass box, watching the world from afar. His stomach churned with a mixture of nausea and frustration. He gripped the straps of his bag, the leather digging into his palms.

He stumbled, knocking a basket of oranges from a vendor's stall. He began gathering them, his movements clumsy.

A young man with a kind face approached him. He, too, began picking up the fallen fruit, his own movements a little uncoordinated. "This is rough, isn't it?" he asked, his voice low. "The light, the smells, everything..."

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