The antique music box sat on the dusty shelf, its delicate ballerina poised mid-pirouette. Her grandmother, whose fingers had once wound the tiny key, wanted to sell it. The thought coiled in Amelia's stomach, a tight knot she couldn't seem to loosen.

She ran a hand through her already tangled hair, tugging slightly at the roots. “But Grandma,” she said, her voice a little too high, a little too shaky, “it’s… it’s a part of us.”

Her grandmother sighed, her eyes clouding with a gentle weariness. Amelia knew the reasons: mounting medical bills, the creeping dread of losing the house. The weight of it all pressed down on her, the air thick and heavy in the small living room. She felt the urge to flee, to disappear, to scream.

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