The photographs, so pristine, so new, mocked him. His childhood home. The place he had left behind, now reduced to a series of enticing images. He felt like the air had been sucked out of the room. He felt suffocated.

He ran a hand across his forehead, trying to clear his mind. Each click revealed more pain. The meticulously manicured lawn, the freshly painted exterior. It all seemed so unreal.

He closed his eyes, then opened them again, as if the act could change the truth of what he was seeing. Nothing changed. He was stuck. He could not move. The house, in all its pristine perfection, was a trap.

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