Sarah’s fingers drummed a frantic rhythm against the countertop, each tap a miniature explosion of nervous energy. The clock ticked with an infuriating slowness, each second stretching into an eternity. Her best friend, Emily, was planning a lavish party, a real spectacle, and Sarah’s stomach churned with a peculiar mix of resentment and dread. She’d envisioned something small, intimate, a backyard barbecue, but now... now the pressure felt crushing.

She glared at the phone, the screen reflecting her own strained expression. Emily had texted earlier, a cheerful message about the caterer. Sarah hadn’t responded. The thought of feigning excitement, of congratulating Emily on her grand plans, was almost physically painful.

The doorbell chimed, a sharp, unwelcome sound. She flinched, her shoulders jumping. It was probably her mother with some last-minute party supplies. A headache bloomed behind her eyes, a dull, throbbing ache that mirrored the anxiety twisting in her gut. She took a deep breath, trying to regain some semblance of composure before answering.

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