The phone slipped from Emily’s numb fingers, crashing to the floor. The shattering sound was a minor detail compared to the upheaval in her chest. Everything she had worked towards, everything she had dreamed of, was now crumbling. She sank to the floor, her back against the cold wall of her apartment. Her breath came in ragged gasps. The silence around her felt deafening, broken only by the frantic pounding of her own heart, a drumbeat of panic echoing through the empty rooms of her life.

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
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208