The office air conditioning hummed, a monotonous drone that matched the soundtrack in David's head. He’d been struggling to focus on the spreadsheets, each number blurring into the next. He felt so lost. His daughter, Chloe, had been telling him about her new teacher.

“Dad, guess who my science teacher is? Mr. Evans! He's really cool, they say!" The name hit David like a punch to the gut. Mr. Evans. The man who’d fueled his nightmares with endless pop quizzes and his crushing comments.

David imagined Chloe's face, radiant with excitement. He managed a weak smile, but the joy was all on Chloe's side. The thought of Chloe being assessed by the same person felt like a punishment. He closed his eyes, the weight of it pressing down, making it hard to breathe.

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