He didn't speak. He just stood there, rooted to the spot, watching the house come down. The dust swirled around him, coating his clothes, his hair, his skin. He felt a profound emptiness, a void that had opened up in his chest. Each crash, each splintering sound, was like a physical wound.

He closed his eyes, trying to block out the noise, to recapture the images that were being erased from his memory. But the sounds persisted, a relentless reminder of what was being lost, and he felt a bitter taste on his tongue. He knew he'd never be the same.

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