"How did they…?" Liam muttered, his voice raspy. The book, a gaudy monstrosity titled "Liam: The Phoenix Reborn," sat on his cluttered desk like a judgement. He felt the familiar ache in his temples, a dull throb that had been his constant companion since the discovery.

He stared out the window at the bleak landscape outside. The sky was the same dreary grey as his mood. The unauthorized biography was a collection of half-truths and manufactured drama. It reeked of cheap sensationalism.

He ran a hand through his already disheveled hair. He couldn't even bring himself to eat. The thought of facing another day, another moment where he had to endure this feeling, made him want to crawl back into bed and never leave.

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