I blinked, trying to clear the tears, but they kept coming. The sign – "Thank you for the Memories" – loomed large in front of me. My throat tightened, and I felt as though the world had tilted. The air was thick and heavy.

I touched my face, my fingers numb. I couldn’t believe this was happening. It was supposed to always be there. It had to be a mistake.

I grabbed my purse, my movements jerky and uncoordinated. I needed to run, to get away, to somehow change things. I turned and practically bolted away from the building. I didn't stop running until I was far away.

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