Rain hammered against the roof, mimicking the frantic drumming in Amelia's chest. She stared out the kitchen window, at the colossal oak that once graced Mrs. Gable's yard. Now, it was sprawled across the fence, a monstrous green intruder. Amelia ran a hand through her already disheveled hair. She hadn't even finished the dishes. The sink was piled high.

"Well, this is just great," she muttered, the words barely audible. She grabbed her phone, her fingers fumbling with the screen. Insurance, the neighbor, the city… so many calls to make. A wave of dizziness washed over her. She sank into a chair, the weight of the day suddenly crushing her.

Her gaze drifted to the calendar, each square a stark reminder of deadlines and commitments. The world seemed to be closing in, shrinking with every tick of the clock.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264