The phone rang, and the sound reverberated through Mark's quiet apartment. It was Mrs. Peterson, his neighbor, calling to discuss the fence. He braced himself, expecting the usual polite pleasantries, but a wave of disquiet washed over him.

He felt pinned in place. The thought of change, of something altering the familiar landscape, filled him with a strange dread. His vision started to blur.

He found himself struggling to breathe as he listened to Mrs. Peterson's detailed plans. He focused on the details, but her words sounded muffled, and their meaning became opaque. He had to get off the phone.

ā€œI…I’m not feeling well,ā€ he stammered, abruptly ending the call. He collapsed back into his chair, the world spinning around him.

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
šŸ˜ž0.296
worse0.291
šŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229