He kept fiddling with the car keys, his fingers clumsy and uncoordinated. The sunlight streaming through the window seemed too bright, too cheerful. Liam’s father wanted to sell the old fishing rod, the one he'd used to teach Liam to cast. It sat leaning against the fireplace, a silent sentinel of shared memories. A cold knot formed in Liam’s gut. The thought of it gone, of the stories associated with it being lost, brought a sudden, unwelcome rush of tears to his eyes. He felt utterly drained.

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