Rain lashed against the windows, mirroring the storm brewing inside Leo. His best friend, Daniel, had called earlier, a torrent of excited words about becoming a Jew. He’d gone on and on, but Leo barely heard a word. The news had left him reeling. He paced his small apartment, the worn carpet offering no solace.

He ran a hand through his hair, a nervous habit. The air felt thick, charged with unspoken anxieties. What would this mean for their friendship? For all the shared memories, the inside jokes? The thought sent a fresh wave of unease crashing over him.

He picked up the phone, then slammed it back down. He couldn't face the conversation just yet. He needed time to absorb the shock, to understand.

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