The wind howled outside, mirroring the storm inside Clara. She stared at the closed door, the door she had just slammed shut, cutting herself off from her family's attempts at comfort. The rejection email remained open on her laptop screen, a bright, mocking presence.

Her breath came in shallow, ragged gasps. Every muscle in her body was tense, coiled. She ran a hand across her forehead, trying to wipe away the sweat that slicked her skin.

She wanted to scream, to lash out, to… to destroy something. She felt a dangerous, volatile energy coursing through her.

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:
πŸ˜–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