The manuscript sat on the desk, a tombstone of hopes. Anna’s historical fiction novel, about a woman’s struggle for equality in the 19th century, was dismissed as “too similar to existing works.”

She went to a museum, to try and find some inspiration, but the exhibits seemed to mock her. The history which she was hoping to bring alive now seemed a mockery.

She was standing in front of a painting, the same image in a different setting. She felt the blood drain from her face. The artwork depicted the protagonist and events of her novel, but in a world that wasn't hers. It felt stolen.

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