He stared at the neighbor's face, a mask of disapproval. The words, when they came, were a sharp jab to the heart. He felt his face flush with heat. He wanted to shout back, to defend himself, but the words caught in his throat.

He watched the neighbor’s back as he turned and stomped off. His chest felt constricted, as if a vise was tightening around it. He took a shaky breath, trying to regain his composure.

He wanted to run, to escape the accusatory silence that now filled the air. But where could he go? He felt the need to apologize, but it felt impossible to do so.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234