The tomatoes. They were almost ripe. Each morning, Sarah would venture out, her heart skipping a nervous beat, to check on her small patch of sun-soaked plants. That mangy mutt, Buster, belonging to the new neighbors, was a menace. She found him yesterday, happily munching on a perfectly formed Beefsteak.

Her jaw clenched, and she stomped across the lawn, a gardening trowel clutched in her hand. The screen door slammed shut behind her, echoing in the quiet morning. She spotted him immediately, his tail wagging furiously, sniffing around the basil. "Buster! Get out of here!" she barked, her voice sharp. He looked up, his ears perked, but made no move.

The thought of losing another crop sent a wave of heat up her neck. She took a deep breath, trying to calm the racing inside her chest. The sight of those ruined tomatoes... it was just too much. She’d spent weeks nurturing those plants.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229