David felt a constant pressure behind his eyes, a dull headache that never quite went away. His son, Ethan, had been sullen for weeks, shutting himself off from the world. David had tried to talk to him, but Ethan had brushed him off, muttering about friends and school.

He had been reviewing Ethan’s phone bill when he'd come across an unfamiliar website address. Curiosity, and something else, a premonition perhaps, drove him to search it. He found a blog, filled with Ethan’s writing. Dark, angsty poetry, expressions of deep unhappiness. He felt his chest tighten.

The words echoed in his head, a soundtrack to his own unspoken fears. He felt a deep sigh escape his lips. He needed to be strong, for both of them, but all he felt was a heavy sense of exhaustion. He leaned back in his chair, the office lighting harsh and unforgiving.

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