The last box, tucked away in the back of the garage. Inside, amongst the tools and fishing gear, was a small, spiral notebook. His father's handwriting, large and bold, stared back at him. *Build a boat.* *Go fishing in Alaska.* *Tell my son he's a good man.* Daniel felt the room tilt. The list, a list of unfulfilled dreams, seemed to amplify every ache, every regret.

The garage, normally a place of comfort, of familiar smells and sounds, now felt suffocating. He paced back and forth, unable to settle. His hands were clenched, his jaw tight. He kept running a hand through his hair, trying to make sense of the jumble of emotions that consumed him. He felt like his heart was trying to escape his chest.

He fell to his knees beside the box, the notebook clutched in his hand. Tears streamed down his face, blurring the words, as he whispered brokenly, "Why?"

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