The weight of the card felt heavy in her hand. The message was simply: "Happy Birthday." The handwriting was blocky and uneven, as if the person who wrote it was either very young or very old. It was an anonymous invitation to a party she didn't want to attend.

She closed the door and turned the lock, the sound echoing in the silent hallway. She felt exposed, vulnerable, stripped of her usual composure. Her vision blurred, and her legs felt weak. She sank to the floor, the card falling from her grasp, landing face down on the polished wood.

The house, once a sanctuary, now felt like a prison. The silence was absolute.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290