"Everything alright?" Mark asked, noticing the tremor in her hands as she poured him a glass of water. His wife, Emily, offered a forced smile. The pounding from next door was relentless, a persistent intrusion.

She had barely touched her breakfast. She tapped her foot against the kitchen floor, a rapid, nervous rhythm. The incessant noise felt like an invasion, a violation of their home’s serenity.

"It's just… a bit loud, isn't it?" she managed, her voice barely a whisper. She looked at Mark and then turned her gaze back to her plate, suddenly unable to eat. She felt a growing sense of vulnerability, an unease she couldn't quite articulate.

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
🎉-0.233
happy-0.231
"-0.228