He sat on the porch step, watching the dog prance across his newly mown lawn. The sun was hot, but he felt a persistent chill. He'd put so much work into the lawn, the perfect stripes a source of pride. Now, the dog was happily tearing across it, leaving muddy paw prints in its wake.

He ran a hand through his hair, a gesture that felt more like a surrender than a simple act. The energy to fix things seemed to have completely vanished. The dog paused, looked at him, and then continued its joyful romp.

He closed his eyes. He just wanted a moment of peace. Just one. But, of course, that was impossible.

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