He ran a hand through his thinning hair, the gesture a futile attempt to tame the unruly strands. The office felt stifling, the fluorescent lights humming a monotonous tune. He'd been working on this project for months, sacrificing weekends and evenings to get it perfect. Now, checking the magazine's website, he found his byline replaced. His meticulously crafted analysis, all the research and late nights - credited to his boss. His stomach twisted. He leaned back in his chair, the leather creaking in weary protest.

He felt the familiar thrum of frustration beginning to build. He’d envisioned the validation, the recognition, the boost to his career. Instead, he was left with an overwhelming sense of… emptiness.

He rubbed his temples, the pressure building behind his eyes. He should argue, fight, demand recognition. But the words were caught in his throat, choked by the sheer enormity of it all.

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