The roses were at the front door. The delivery person had simply left them on the doorstep, without even ringing the bell. He noticed them as he was preparing to leave for the grocery store.

He knelt down, his gaze narrowed, a wave of coldness washing over him. He picked up the roses, the thorns pricking his fingers. He felt a sudden, sharp chill. He quickly stood up, looking around him.

He carried them inside, placing them on the kitchen table, his muscles tight. He examined the stems and foliage, searching for a clue. Nothing. He wanted to throw them away. But he didn't.

He grabbed his keys and wallet. Going out. He needed some air. He needed to get away from the smell, from the implied message.

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