The air was heavy in the master bedroom, the wallpaper peeling, as if the house itself was weeping. David hadn't slept well since moving in. Nightmares, vivid and unsettling, haunted his sleep. Now, the discovery of the hidden room was the final straw. His hands were ice cold, his breath shallow.

The hidden space was behind the fireplace. Inside, there was a single window, and in front of it was a chair. Sunlight poured through the window. He was suddenly aware of a low, rhythmic thumping sound, like a heartbeat.

He stared at the chair. He felt like he was falling, that the floor had given way beneath him. He was losing control. He clenched his fists, struggling to maintain composure. He couldn't go in there. He couldn't.

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