He stared at the blank canvas, the vast emptiness mirroring the void inside. The artist's block had been a cruel mistress, leaving him stranded in a creative desert. The library felt like a graveyard of unspoken stories, a monument to unfulfilled potential. He picked up a biography of Van Gogh, hoping inspiration might strike. Back at his studio, as he flipped through the book, a crumpled piece of paper fell out. It was a sketch and a note from a former art student, filled with boundless enthusiasm and the promise of discovery. The stark contrast between the note's vibrancy and his own despondency was almost unbearable.

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