The morning had started poorly, and things were quickly getting worse. The traffic was terrible, he’d spilled coffee on his only clean shirt, and now this. A cacophony of splintering and snapping jolted her out of her stupor.

Across the fence, Ms. Bell’s ancient willow, her pride and joy, had finally given way. The weeping branches now lay across her lawn, a tangled mess of broken wood and leaves. The sight of it felt oppressive, heavy.

She watched Ms. Bell, her usually bright eyes dull, as she surveyed the damage. It was like looking into a mirror. The same crushing feeling in her chest, the same overwhelming sense of things being beyond repair. Her own to-do list loomed large and ominous.

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