"I... I can't," Maria choked out, her voice barely above a whisper. Her husband, trying to console her, just looked confused. She backed away from the dining room table, her eyes darting around the room, which suddenly seemed alien and threatening. The details, printed in a tiny article that she had painstakingly translated, had painted a horrific picture of what had happened in her house. She couldn't stop seeing the images, the bloodstains, the look of terror in the victim's eyes. She clutched at her chest, gasping for air. Her beautiful, sunny kitchen felt like a tomb.

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