The shovel felt heavy in her hands. The dog, predictably, was digging under the fence again, a joyous flurry of fur and dirt. Sarah had spent all morning weeding, only to find the entire patch now a muddy mess. Her shoulders slumped.

Each bark felt like a personal affront. She just wanted things to be quiet, to feel… settled. But the world, or at least this corner of it, was a constant state of disruption. She tossed the shovel aside, the metal clanging against the flagstones.

β€œHe got out again, I see,” a voice said behind her. It was Mark, her neighbor. She couldn't even manage a smile. The effort seemed 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
πŸ‘-0.251
sonra-0.240
aud-0.240