The silence of the apartment felt deafening. Amelia picked at a loose thread on the sofa, her gaze drifting toward the unopened box in the corner. Her mother's belongings. It had been weeks since she'd promised to sort through them.

She pulled out the box, hesitantly. Inside, tucked between a collection of old journals and a worn copy of *Pride and Prejudice,* was a slim envelope. Her mother's handwriting. Inside, she found a draft of a letter. A resignation.

Her mother had always seemed so… together. Amelia felt a cold dread settle in her chest. Her mother, too, had felt the pinch of something missing. A wave of hollowness washed over her. She knew the feeling.

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