She stared at the phone, the words "party cancelled" shimmering on the screen like a cruel joke. Amelia slammed her fist on the table, a sharp, involuntary movement. A wave of heat washed over her, making her skin prickle.

Her meticulously crafted surprise for Mark, the gathering she'd poured her heart and soul into… gone. She paced, her breath coming in short, shallow gasps. The scent of the roast chicken, meant for the celebration, now felt like a taunt.

"No," she muttered to herself, the word sharp and brittle. The small smile she’d been practising for Mark died on her lips. She felt a cold dread settle in her stomach.

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