The chipped mug trembled in Leo's hands. Steam curled upwards, carrying the scent of chamomile, a scent that usually soothed him. Tonight, it felt like a mocking reminder of calm he couldn’t find. His roommate, Mark, was sprawled on the couch, headphones blasting music, oblivious to the turmoil brewing in Leo's chest. Leo had just pitched the idea of adopting a cat, a fluffy Persian named Princess Fluffernutter. Mark had shot it down immediately.

He squeezed his eyes shut, picturing Princess Fluffernutter’s emerald gaze. The thought of not having her, of not getting to bury his face in her luxurious fur, made his stomach clench. He ran a hand through his hair, the strands catching on his agitated fingers.

“Mark,” he began, his voice barely a whisper, “can we… can we talk about it again?” He knew, logically, it was pointless. He just needed to try.

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