The fluorescent lights in the apartment hummed, a high-pitched drone that usually faded into the background. Not tonight. Every vibration seemed to resonate directly in Liam’s skull. His gaze darted from the overflowing laundry basket to the pristine counter, a study in contrasts that grated on his nerves. “Seriously, Maya, a cat? We're barely keeping this place tidy as it is.”

He bounced on the balls of his feet. The coffee he’d guzzled hours ago still buzzed in his system. He felt a need to pace. He imagined the little furball, shedding and clawing, a tiny agent of chaos. The thought sent a jolt down his spine.

Maya sighed, picking up a stray sock. “It'll be good for us, Liam. We need something… wholesome.” Her voice was soft, but the glint in her eyes betrayed her determination. He knew this game.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235