The late afternoon sun cast long shadows across the yard, painting the grass in hues of gold. He stood, hands in his pockets, and watched the dog make its daily escape. He knew the routine by heart.

He'd lost the will to even consider a fix. He simply stood, allowing the frustration to wash over him. Each broken escape was just another pinprick. The world, the dog, the fence – it all seemed too much.

The dog, its mission accomplished, trotted towards him, tail wagging. He managed a weak smile, but it didn't reach his eyes. He felt nothing but a profound emptiness.

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