The heavy envelope felt like a brick in Daniel’s hand. He ripped it open, a sudden, sharp movement. "…Violation of Lease Agreement…" The words blurred, but the implication was clear. He felt his face flush, a heat spreading from his chest to his ears.

He went to the window, staring out at the street below. People bustled past, oblivious to the storm brewing inside him. He felt an urge to shout, to scream, to lash out at the injustice. But he remained still, rooted to the spot.

He imagined the humiliation, the judgement, the loss. His vision became slightly blurred. He clenched his fists, knuckles white. The air in the room felt thin, difficult to breathe. He took a shaky step back, as if the room itself were shrinking.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256