Rain lashed against the attic window, mirroring the storm inside Amelia. She slumped onto a dusty trunk, the scent of mothballs and forgotten things filling her nostrils. Another rejection email. Another hollow feeling in her chest. A wave of exhaustion washed over her.

Her fingers brushed against something stiff. Curiosity, a rare visitor these days, pricked at her. She lifted the lid and stared. Inside, a neatly organized collection of folders, each meticulously labeled with her name and a grade. Ninth Grade English, B+. Elementary School Art, A-. A small, defeated sigh escaped her.

She picked up a faded watercolor painting of a sunflower, its cheerful yellow a stark contrast to the gray day and the hollowness that gnawed at her. “Remember this, Mom?” she whispered to the empty room.

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