Sweat beaded on Sarah's forehead, slicking her hair to her temples. Her hands trembled as she gestured wildly. "It *was* the bridge, Emily! We saw the fireworks from the bridge! How can you not remember that?" A strange, desperate laugh bubbled up from her throat, quickly followed by a sob. Emily remained seated on the park bench, her gaze fixed on the gently swaying branches of the willow tree. “I’m telling you, Sarah, we were at the beach. We built a bonfire. Remember the marshmallows?” Sarah shook her head violently, each shake intensifying the ache behind her eyes. The air seemed to compress around her, making it difficult to breathe, each inhale shallow and unsatisfying. The ground felt like it was shifting beneath her feet.

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