The tiny, cramped apartment suddenly felt suffocating. Liam had stumbled upon the list while searching for a spare charger. It was tucked inside a cookbook, a place where Sophie meticulously kept her secrets. He felt a deep ache inside his chest.

“Travel to Italy.” “Learn to play the guitar.” “Find a love that lasts.” The last point was a cruel twist of the knife, simply stated: “Leave everything behind and start anew.” Liam felt his face flush hot, then cold. He gripped the edge of the countertop, his knuckles turning white.

He felt a sudden, inexplicable urge to dismantle the entire kitchen, to tear the very walls down. His legs felt weak, as if he couldn’t hold himself upright. The air seemed thin, making it difficult to breathe. He wanted to scream.

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