He sat on the crumbling steps, the setting sun painting long shadows across the neglected lawn. The mailbox clanged, a familiar sound now, and he watched Mrs. Davis approach, her basket overflowing with what appeared to be gardening tools. He felt a sense of dread.

"Good evening, Mr. Johnson! Just lovely, isn't it? I was hoping… your yard gets such good light. I was wondering if…"

He braced himself. The impending request hung heavy in the air. He hadn't bothered to mow the lawn in over a month.

"If I could use a section for a garden? Sure," he said, the words barely audible. The effort of the gesture felt enormous. He felt a dull emptiness, a hollowness that seemed to permeate 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