"Coffee?" Liam asked, his voice strained. His apartment was a mess, newspapers strewn across every surface, the remnants of a late-night vigil. He hadn't slept properly in days. The scandal surrounding Blackwood, the writer who had been his North Star, had completely floored him. He had stayed up reading every article, every comment, obsessively tracking the fallout.

His hand trembled as he reached for the mug, the ceramic cold against his skin. The accusations of plagiarism were devastating, a slow, agonizing process of revelation and disbelief. Liam had always dreamed of meeting his hero. Now, the very thought filled him with a bitter, hollow taste. He could barely focus on anything, his thoughts circling endlessly, a trapped bird fluttering against the bars of its cage.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208