The antique music box, a treasured heirloom given to Maya by her adoptive grandmother, sat untouched on the dusty shelf. She’d always loved its delicate melody, but now it felt like a mocking echo of a life she didn't fully understand. The adoption papers, usually tucked away, were spread out on the table, their official language cold and distant.

The house felt too big, the silence too profound. She paced the living room, her movements restless and jerky. She ran her hands through her hair, a nervous habit she’d picked up in the last few hours, as if she could physically unravel the secrets buried within her DNA.

Her phone buzzed with a message from her best friend, inviting her for dinner. Maya stared at the screen, the cheerful emojis grating on her nerves. She typed a quick "Can't" and tossed the phone onto the sofa. The world had gone flat.

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