The music seemed to amplify in Thomas's ears, morphing into a chaotic symphony of buzzing and thumping. He recognized Emily almost instantly. She was laughing, her head thrown back, a picture of effortless joy. He found himself paralyzed, unable to move, rooted to the spot.

He'd spent months carefully constructing a new life, a new identity. This was supposed to be a celebration, but it felt like a trap. Every muscle in his body felt tense, rigid. He felt like a deer caught in headlights.

He watched her, the simple act of breathing becoming an effort. He took a sip of his lukewarm water, and told himself, repeatedly, to calm down.

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