The breath hitched in Marco's throat. He felt the blood drain from his face, leaving him feeling cold and empty. He had just sent a private, emotionally charged message meant for his therapist to his estranged father. It was a cry for help. It was a plea for understanding. It was also a total breach of trust.

He felt the room tilt. He sat down abruptly, as his legs felt too weak to hold him. His chest tightened, making it hard to take a full breath. The phone slipped from his hand, clattering onto the floor. He didn't even bother to pick it up.

He felt a profound sense of shame, of exposure. He had stripped himself bare, laid his vulnerabilities bare for his father to see. He envisioned the judgment, the criticism, the pity. He wanted to hide, to disappear. He felt utterly and completely defeated.

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