The doorbell chimed, a cheerful sound that felt like a pinprick in her chest. Amelia, perched on the edge of the sofa, hadn’t moved in an hour. Her gaze was fixed on the condensation tracing lazy rivers down the windowpane. It was a bleak, grey day, mirroring the mood that had settled upon her.

She opened the door to a delivery man holding a vibrant bouquet of sunflowers. No card. Her stomach lurched. Who? Why? The sunflowers were absurdly bright, a jarring contrast to the shadows that had been her constant companions lately.

"Sign here, ma'am," the delivery man said, breaking the silence. Amelia scribbled her name, the pen wobbling in her hand. She closed the door, the sunflowers now radiating their cheerfulness in her hallway. She had no idea who sent them, and it filled her with a profound feeling of unease.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229