The office felt stifling, the fluorescent lights humming a relentless, irritating tune. David needed to find something to break through the fog. He knew he'd promised to go through his father's old study. But it felt like a monumental task, and one he could barely bring himself to do.

He pulled out a drawer and sifted through the papers. There it was: a letter, carefully folded. Typed, with a handwritten note at the bottom. His father's resignation letter, from a job he'd held for decades.

Reading it, he felt a strange kinship. His father's words expressed frustration, a need for change. He realized he was no different. The monotony of his own life crashed in on him. He felt the weight of years, the slow creep of regret.

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