The job hunt was a grueling, demoralizing experience. Liam spent his days hunched over his computer, the endless scrolling of job boards a constant reminder of his perceived inadequacy. A sense of weariness clung to him.

He was going through his mother’s belongings, sorting through the remnants of her life after the funeral. In a dusty corner of the attic, he found a box. "Liam's School Days," it read.

He pulled it open and began to sift through the contents. A faded report card, a drawing of a monster truck, a story he wrote about a brave knight. He felt the sting of tears. He found a tiny, yellowed, construction paper heart. She kept everything.

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