The porch swing creaked rhythmically, a mocking soundtrack to Clara's pacing. Her hands wrung a dishrag into a tight, wet knot. Every few seconds, she’d dart to the window, peering through the gauzy curtains at the offending animal. Another escape. Another frantic dash through the rose bushes, trampling the prize-winning blooms she’d nurtured for months. "That wretched beast," she muttered, the words catching in her throat, a strangled sound. Her heart hammered against her ribs, a frantic drumbeat urging her onward, outward.

The phone slipped from her grasp and clattered to the floor when she finally heard the thud of paws on her carefully manicured lawn. She scrambled for it, fingers fumbling. "Hello?" she croaked into the receiver, her voice thin and reedy. "Yes, it’s me. Again."

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359