The chipped mug of lukewarm coffee sat untouched on the desk. Sarah stared out the window at the gray sky, a perfect reflection of her current mood. Another failed job application, another rejection letter piling up on her desk. Hope, like the last embers of a dying fire, flickered weakly.

Her phone vibrated. A follow request. Mrs. Johnson, her former creative writing professor. She’d been such an encouraging presence, and it made her heart sink. She was embarrassed that Mrs. Johnson would see the nothingness that she was posting on social media.

Sarah closed her eyes, the weight of it all pressing down on her. She felt like a fraud. She did not want to show how lost she felt. She did not want to show anything.

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
πŸ‘-0.251
sonra-0.240
aud-0.240