“Another day, another problem.” Kevin muttered, rubbing his temples as he walked from his car. The commute, the job, the never-ending cycle of stress – it all was beginning to catch up to him. He’d barely slept in weeks. He needed a break. He needed to escape.

He noticed the flashing lights again at the house of Mr. Jones. The man, who had always seemed like a regular guy, now hosted weekly parties that went on until dawn. Kevin noticed the cars parked outside, the laughter that spilled over the fence. He felt his hands clench.

He saw, through a gap in the fence, a scene of pure indulgence. A swimming pool, a fully stocked bar, and expensive furniture adorned the backyard. Kevin felt his chest tighten. He wanted to go home, to shut the world 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