The drive home had been slow, each gear change a monumental effort. He parked the car, the engine sighing its own surrender. The note on the refrigerator, scrawled by his best friend, was stark: β€œNo party. My fault. Sorry.” He stared at it, his throat closing. He hadn't wanted much, just a simple gathering. The prospect of seeing everyone had buoyed him. He walked into the living room and sank into the couch, the cushions offering no comfort. He felt as though every muscle in his body had turned to lead.

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