The classroom buzzed with after-school activity, a cacophony of voices and movement that grated on Ms. Garcia's nerves. The stress of the day had settled heavily on her shoulders. She just wanted the day to end. Everything felt difficult.

A small potted plant, a cheerful sunflower, sat on her desk. Attached was a card. The note was brief: "To help you grow." It was from Mateo, a student who had always struggled with his grades.

She stared at the sunflower, its bright yellow petals a stark contrast to the muted tones of the room. A wave of warmth washed over her. She gently touched one of the petals, feeling a profound, unexpected sense of peace.

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
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264