The manuscript lay open on the table, the words mocking her with their ordinariness. For months, she’d poured her heart into the story, dreaming of echoing the lyrical prose of her hero, Elara Vance. Now, the revelation about Elara’s plagiarism had poisoned everything. The paper felt heavy, the ink smudged, as if the very words had lost their meaning. She pushed the pages away, feeling a strange detachment from her own creation, a hollowness in her chest that made it hard to breathe. The air in the room felt thick and stale.

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