“No way,” Chloe whispered, her voice barely audible. The boxes lined the storage room, stacked to the ceiling. Each one was labeled with a year and a grade. She'd been looking for a specific photo album when she came across them. The sheer scope of it stole her breath.

She reached out and cautiously opened the top box. Inside, perfectly preserved, were her early elementary school projects. Construction paper turkeys. Glitter-covered snowflakes. Spelling tests with red pen corrections. She felt a knot tighten in her stomach.

She ran her hands through her hair. The room felt suddenly cold, the air thick with the scent of old paper and dust. Images of deadlines, of school yard dramas, of forgotten insecurities flooded her mind. It was all too much. She backed away, her movements jerky and uncertain. Her body ached, and she wanted to sit on the floor and weep.

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