The invitation sat on Maya’s kitchen counter, a glossy rectangle of cheerful fonts and enticing images. Leo's birthday bash, a pool party. And then, a glance at her own calendar… the same day. Her brow furrowed, a chill prickled her skin.

She reread the invitation, then swiped at her phone, her fingers fumbling over the screen. She needed to reach Liam, her best friend, the organiser of *her* birthday party. His phone went straight to voicemail.

Her chest felt tight, as if a vise was slowly tightening. She paced the length of her living room, her breath coming in shallow gasps. She had meticulously planned every detail of her escape room party, the intricate puzzles, the themed snacks, the limited guest list. All was now in disarray.

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