He felt a familiar tightening in his chest as he walked to his front door. The sun, usually a welcome friend, felt oppressive on his face. He'd just finished mopping the kitchen floor. He had carefully locked all the doors, a habit borne of endless, repeated escapes. Now, seeing the muddy paw prints on his freshly mowed lawn, spreading like a stain towards his rose bushes, threatened to spill him over.

He ran a hand through his hair, leaving it a mess. The dog, a golden retriever named Charlie, was joyously digging in the flowerbeds, ignoring his frantic cries. โ€œCharlie, no! Get out!" he shouted, his voice cracking slightly.

He was so tired of this. Tired of cleaning up the mess, tired of the constant worry. Every afternoon, every chore, was a gamble. He was starting to feel trapped in his own home.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229