The paper shook in Amelia's trembling hands. "Climb Mount Kilimanjaro." That was first. "Learn to speak Italian fluently." Underneath, a messy scrawl in Liam's handwriting: "See the Northern Lights." Her breath hitched. She slammed the list onto the kitchen counter, the ceramic clattering. A cold wave washed over her, making her skin prickle. Why hadn't he told her? Why hadn't he confided in her? She stumbled back, needing air, and fumbled for her phone.

Her fingers wouldn't cooperate. She stared at the screen, unable to text his name. The ceiling seemed to be tilting. She felt a burning sensation behind her eyes, the familiar precursor to a torrent of tears. She had to sit down. The world was spinning.

The house suddenly felt enormous, empty. The silence was deafening, amplified by the frantic thumping in her chest. She remembered the way Liam used to describe the mountains, the way he'd dreamt of Italy. She sunk to the floor, the list still mocking her from the counter.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359