Rain lashed against the overflowing gutters, mirroring the grayness that had settled over Arthur. He hunched his shoulders, the collar of his threadbare coat offering little protection. Another day, another missed opportunity. He’d trudged through the park, the usual route, head bowed, barely registering the vibrant hues of the autumn leaves, when his foot nudged something leather-bound. A wallet. It felt heavy.

He crouched, picking it up. Inside, a roll of crisp, high-denomination bills. His heart thudded an uneven rhythm against his ribs. He pictured his empty, silent apartment, the bill collectors’ looming letters, the gnawing emptiness that had taken root in his soul. This could be the answer. For a fleeting second, he entertained the notion of walking away, keeping the money.

Arthur closed his eyes, then slowly, deliberately, opened the wallet again. He spotted an ID. A name. He knew what he must do, even as a fresh wave of weariness washed over him.

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