The doctor's diagnosis hung in the air, heavy and suffocating. Clara walked through her mother’s house, feeling adrift, lost in a sea of uncertainty. The future, once a clear path, now loomed, a vast and terrifying unknown.

She found herself in the linen closet, the smell of lavender and dried roses a familiar comfort. On a high shelf, she discovered a box labelled “My Brilliant Girl.” Her mother’s careful hand.

Inside were her school records, meticulously filed. Report cards, essays, and drawings, all organized. Clara felt a strange mix of disbelief and love. She picked up a drawing of a rocket ship she had done in second grade. She thought, for the first time in a while, maybe she could still fly.

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