He found himself staring at the door, the flimsy metal door that separated him from the world. It didnโ€™t feel safe anymore. It was no longer a barrier; it was a symbol of his impending displacement.

He began to check the locks. Over and over. He checked the peephole. He peered out, scrutinizing the hallway, as if expecting someone to materialize and force him out.

He felt a tightness in his chest, making each breath an effort. He needed to leave, to escape. But where? What was the point? He was already gone.

He sank to the floor, back against the cold, unyielding wood of the door. The building hummed around him, a constant, low-frequency vibration that seemed to penetrate his very bones.

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