The champagne flute trembled in Amelia’s hand. She scanned the room, each face a potential landmine. It had been nearly a year since the breakup, a lifetime in relationship years. The crisp white linen of the tablecloth felt suddenly rough beneath her fingertips. A bead of sweat traced a path down her temple.

She took a deep breath, steeling herself. Music swelled, a saccharine ballad. Amelia spotted him near the bar, chatting with the groom’s boisterous uncle. Her pulse quickened. She subtly adjusted her posture, smoothing the fabric of her dress.

“Well, this is awkward,” she murmured to her friend, Sarah, who was already on her second glass of wine. Sarah just grinned and winked, oblivious to the internal drama. Amelia forced a smile. Survival mode activated.

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