"Another late one, huh?" Mark heard his neighbor, Mr. Davis, call cheerfully as he stumbled from his car. The words grated on Mark's nerves, the man's overly friendly tone a daily irritant. Mark just grunted in response, ignoring the small talk. His body ached, every muscle screaming for respite. The construction site was relentless.

He noticed, however, a brand-new, gleaming sports car parked in Mr. Davis's driveway. He'd never seen such a car before. The house was already in better condition than his own, now complete with freshly painted trim and an elaborate security system. Mr. Davis, a seemingly ordinary accountant, was living a life of leisure.

Mark let out a breath he didn't realize he was holding. He felt his hands clench into fists. He just wanted to get inside, lock the door, and disappear. The contrast between his life and Mr. Davis’s was a constant, unwelcome reminder of his own struggles.

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