The words, “I’m taking vows,” felt like a slap in the face. It was her sister, Emily, declaring her intention to join a convent. The statement’s impact sent a wave of nausea through Liam.

He took a large gulp of his beer, the coldness doing little to soothe the sudden heat that flushed his face. He felt a need to pace, to escape the confines of the living room, but he forced himself to remain seated. His jaw clenched.

He looked at Emily, usually so boisterous, now radiating a serene calmness that felt alien. He cleared his throat, trying to find his voice.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283