Sweat beaded on Martha's forehead as she slammed the car door a little too hard. The estate agent had just finished describing the renovations next door. Granite countertops, heated floors, a wine cellar that could house a small army. Martha’s hands trembled as she fumbled for her keys. Her own house was… functional. It had a working roof. That was about the extent of its luxury.

“Oh, hi Martha!” called a cheery voice. Mr. Henderson, next door. He was always so friendly, always mowing his lawn in his faded jeans and a baseball cap. Now, Martha felt a hot wave wash over her. His smile seemed… mocking.

“Just admiring the progress,” she managed, her voice cracking. Her gaze darted around, searching for a distraction, for something to cling to other than the monstrous disparity that had suddenly materialised between their lives.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258