Clara tapped her foot incessantly, the rhythmic thud a counterpoint to her uncle's hushed conversation on the phone. The grandfather clock in the hallway seemed to tick with exaggerated loudness. She'd volunteered to come, but now regretted it. The pressure in her chest was tightening, like a vise.

Her uncle's voice, usually a comforting baritone, was strained. She caught snippets: "...needs the money… just this once…”

Clara’s gaze darted around the room, taking in every detail of the cluttered study. The scent of old books and pipe tobacco, usually a comfort, now felt stifling. Her fingers were clenching and unclenching. She needed to know about the silver locket.

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