The phone rang, and Emily almost didn’t answer it. The vibrations seemed to echo through her bones. She was trying to plan a lavish black-tie gala. But, her friend, Sarah, was planning a more casual barbecue the same day.

She picked up the receiver, her voice barely a whisper. "Hello?" The conversation was a blur of requests, confirmations, and last-minute changes. She felt detached, as if watching herself from a distance.

She rested her head against the cool wall, the pressure soothing but not enough to alleviate the pressure in her head. The champagne flutes needed to be ordered. The caterers had questions. The guest list was a mess. She felt incapable of sorting it all out.

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