The rain hammered against the windows, mirroring the relentless drumming in her chest. Amelia stood by the window, watching the streetlights blur through the downpour. She’d been experiencing a persistent sense of unease since she noticed the hushed phone conversations, the furtive glances, the sudden change in his routine.

She had tried to brush it off, to tell herself she was imagining things. But the tightness in her shoulders, the way her breath hitched in her throat every time his phone buzzed, told a different story. The apartment, once their sanctuary, now felt like a cage.

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