The silence in the apartment was deafening, the quiet amplified by the sudden presence of a squeaking. Emily chewed on her lip, watching Alex. He was assembling the enormous fish tank with far too much energy, his movements jerky and hurried. She felt the blood drain from her face.

They had barely enough time to maintain their own schedules. A fish. The feeding, the cleaning, the potential for disaster. She imagined a flooded apartment, a dead fish, a fight.

β€œThis will be great for the feng shui,” Alex announced, oblivious to her mounting unease. She wanted to scream, to run.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228