The silence in the house was deafening, a constant reminder of the void that had been left behind. Everything seemed heavy, difficult. The joy had vanished.

She aimlessly wandered through a nearby yard sale, hoping to find some kind of solace in the forgotten objects on display. The chatter of the vendors and the buyers grated on her nerves. Her pulse raced.

And then, she saw it: a small, worn bear with a heart-shaped patch on its chest. It was Clementine. A sudden wave of intense sadness washed over her, making her legs feel weak. Her throat closed up, and she struggled to swallow.

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