Mr. Abernathy clutched the stapler, his knuckles bone-white. The grant application deadline loomed, a monstrous shadow in his already cramped office. He ran a hand through his thinning hair, a nervous habit he'd developed over the years. Each unanswered email, each unanswered phone call, felt like another weight added to the already suffocating pressure. A small, unassuming package sat on his desk, a stark white rectangle amidst the organized chaos. He eyed it with suspicion, fearing another forgotten bill.

He picked it up, feeling a flutter of something in his chest. No return address. He hesitated, then ripped into the paper, the sound echoing in the otherwise silent room. Inside, nestled in tissue paper, was a beautifully carved wooden bird. He recognised the signature on the small card; it was Emily Carter, a student from twenty years ago. The bird, a robin, seemed to calm him.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion tense. 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 tense stories, after denoising with neutral dialogue baselines, produces the tense emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tense vector is projected through the unembedding matrix.

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198