A sigh escaped Leo's lips as he stared at the dusty weight set on his workbench. He hadn’t felt any joy in his craft in months, the intricate carvings now feeling like pointless exercises. The workshop, once a sanctuary, was just a room, cold and unwelcoming. He’d picked up a letter at the post office earlier, addressed to him with a familiar name he hadn’t heard in years. He felt no emotion, just a dull ache. He couldn't remember the last time he felt anything beyond that. He found himself avoiding work, and the tools seemed heavy in his hands.

The letter lay open, the ink a dark smudge against the cream paper. It detailed a youthful misunderstanding. A fight, a lost project, a broken bond. The words weren't a revelation, but a reminder. Leo rubbed his temples, a dull headache forming. He closed his eyes, his breath hitching. The weight of all that time passed pressed on 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