“Well, that’s just fantastic, isn’t it?” Liam said, his voice flat. He stared at his sister, Chloe, who was already on her phone, presumably making plans. She’d inherited their parents' sprawling vineyard, a legacy of sunshine and success. He got their grandmother’s workshop, filled with tools and wood shavings and the faint, lingering scent of sawdust.

He wandered the workshop, running his hand over the cold steel of a saw. The silence of the place felt oppressive. A heavy weight sat in his chest. A sudden ache filled the back of his throat.

Then he saw it. A half-finished sculpture, tucked away in the corner, with a note attached, in his grandmother's hand. It was beautiful.

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