The relentless sun beat down on Liam, amplifying the heat that already simmered under his skin. He was stuck, truly stuck. His career was stagnant, his relationship had imploded, and his savings were dwindling. The endless cycle of disappointment had worn him down. He sat on the park bench, watching children play, their carefree laughter a painful reminder of his own lost joy.

A message arrived from his mother. A secret revealed: a sister. The news hit him like a punch to the gut. All the years of feeling incomplete, alone, suddenly amplified. The sunlight seemed to mock him, highlighting the cracks in his carefully constructed facade.

He ran a hand through his hair, a gesture of exasperation and confusion. His throat constricted; he felt like he couldn’t swallow.

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