The late evening cast a deep shadow in the living room as James sat on the couch, the television flickering silently in front of him. His eyes burned from hours in front of the computer screen. His daughter, Sophia, burst into the room, overflowing with news. "Dad! Mr. Miller is my music teacher!" James felt a chill crawl down his spine.

Mr. Miller. The man who had mercilessly critiqued his off-key singing. The memories of the awkward choir practices and public performances were overwhelming. James winced, his face becoming tense.

He swallowed hard. "Okay, honey." His voice was barely a whisper. The idea of attending a school concert, of reliving those moments of stage fright through Sophia, was too much.

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