The email notification blinked accusingly at Clara. Party... Cancelled. She inhaled sharply, a gasp catching in her throat. She felt every nerve ending jangle. She was supposed to be celebrating her promotion. All the planning, all the excitement, now… nothing.

Her fingers drummed a frantic rhythm against the kitchen counter. Her eyes darted around the room, taking in every detail – the perfectly arranged fruit basket, the spotless countertops, the unopened bottle of champagne. The thought of all the preparations for nothing made her blood boil.

She needed to channel this energy, this surge of… *something*. She slammed the laptop shut with a decisive click, grabbed her coat, and headed out. The cool air hit her face with a shock. She needed to go somewhere, to get away from the empty house and the crushing disappointment.

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