"Just let me go in one last time," Leo pleaded, his voice cracking. The foreman, a burly man with a perpetually skeptical look, just shook his head. "Regulations, kid. It's unsafe." Leo's chest felt constricted, a tight band preventing him from breathing normally. He shifted from foot to foot, unable to remain still.

He pointed to a small, almost hidden window on the side of the house, a window he remembered meticulously cleaning every Saturday. "I just… I left something in there." His eyes darted around, betraying a frantic search for any possible angle, any way to circumvent the rule. The foreman just sighed and turned away, and Leo felt his hope drain away with the retreating figure.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229