The noise of the city had become unbearable, a constant assault on her senses. Sarah leaned against the grimy wall of the subway station, the rumble of the train vibrating through her. A notification. A friend request. It was from Brad, the boy who had made her life a misery in high school.

She felt a crushing sense of inevitability, as if this was just another piece of the burden she had been carrying around for years. She considered the prospect of engaging with him – the forced pleasantries, the hollow small talk. She felt a deep, profound ache in her chest. She closed her eyes.

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