The attic air hung thick and heavy, dust motes dancing in the lone sunbeam slicing through a crack in the boarded-up window. Sarah coughed, pulling the moth-eaten rug further into the light. Another fruitless weekend, searching for something, *anything* to spark some joy. She’d been feeling… empty. Like a deflated balloon.

Her fingers brushed against the brittle paper of a cardboard box. Inside, amidst yellowed wedding photos and a child's collection of well-loved stuffed animals, she found it. A crisp, typed letter, dated 1983. It was her mother’s handwriting on the envelope, the name of a company she vaguely remembered. Inside, a formal letter of resignation.

“Dear Mr. Henderson,” she read aloud, her voice flat. The reasons cited were vague, a polite request for ‘more challenging opportunities.’ Sarah felt a strange pull, a sense of… understanding. Her mother, too, had once felt this dull ache, this yearning for something more. She traced the cursive signature, a ghost of her mother's usual flourish.

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