Liam was sitting at his desk, staring at the spreadsheet when the receptionist buzzed. "Flowers for you, Mr. Harding." His fingers went stiff on the keyboard. He hadn't ordered flowers.

He found the bouquet on his desk, a splash of colour against the sterile grey of his office. A mix of roses and something leafy that he didn't recognise. His pulse quickened. His palms were already slick.

He flipped the arrangement upside down, searching for a card. Nothing. This wasn't right. Someone was playing a game. Or worse.

He glanced at the closed door, imagining someone watching him. He took a deep breath, trying to steady his nerves, but it didn’t help. The air felt thin. He had to know. He had to know who sent these.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256