The gallery's stark white walls seemed to mock Leo as he shuffled past them. Each pristine surface screamed of success, a success he hadn't tasted. His shoulders slumped, his gaze fixed on the polished floor. He’d poured his heart into those paintings, a feverish energy that felt, now, utterly wasted. He'd even considered destroying them.

A knot tightened in his stomach as he saw it: his largest piece, emblazoned across a wall, the title card with his name conspicuously absent. The world spun. His breath hitched. He had to steady himself against a pillar. The whole thing was a bad joke.

The curator, a tall woman with an unsettlingly calm demeanor, approached. "Excellent, isn't it? We thought it resonated beautifully." Her words were a dull thud. Leo just wanted to be invisible. He wanted to vanish.

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