I walked into the gym, and my mouth felt dry. The lights seemed too bright, the echoing bounces of the basketballs too loud. Coach Harrison was leaning against the wall, arms crossed, and I knew before he opened his mouth.

He didn't need to say anything. The way his eyes met mine, then quickly averted, said it all. I felt my face grow hot, my palms begin to sweat. The air felt thin, difficult to breathe.

I stood there, frozen, the world tilting slightly on its axis. Every second felt like an eternity.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236