He was drowning in paperwork. The relentless demands of his job seemed to sap him of all energy. The computer screen, usually a source of information and connection, now felt like a cage. And then, a notification. A friend request. From Karen, the girl who had ruthlessly bullied him throughout his childhood.

He felt an overwhelming desire to be alone, to be still, to escape the ceaseless pressures of the world. He shut his eyes, the weight of the day pressing down on him. All he wanted was to feel nothing, to simply cease to exist. He leaned back in his chair, staring at the ceiling and trying to will the notification to disappear.

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