He was mid-sentence when the doorbell rang. He’d been in the middle of a phone call. He frowned and excused himself, answering the door. A florist’s van. A bouquet of carnations. No card.

He muttered a thanks. He hung up the phone. He stood in the entryway, the flowers in his hand, his body taut. He ran a hand through his hair.

He moved to the kitchen. He placed the bouquet on the counter, then immediately began searching the packaging, as if it contained some kind of secret message.

He felt his stomach tighten. The silence in the apartment pressed down on him. He had to know. He grabbed the phone. He started calling his friends. They would know. They had to.

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