overwhelmed - Story 99543 | Emotion Vectors in Gemma4-31B

The tiny, cramped bathroom felt stifling. Amelia stared at her reflection, her face pale, eyes wide and unfocused. She’d found it this morning: a hidden Instagram account, filled with images of her daughter, Lily, that were… different. Provocative.

A cold shiver snaked down her spine. A sense of unease, a constant buzzing in her ears. The lipstick stain she had been avoiding now looked ominous. She scrubbed at her face, the water scalding. She didn’t know this girl.

She felt a dizzying pressure building inside, like a dam about to burst. Lily was downstairs, eating breakfast. Smiling. Everything felt wrong, twisted. How could she possibly navigate this, this betrayal?

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:

`S`	0.385
`😫`	0.332
`😖`	0.319
`😣`	0.319
`😩`	0.314

Suppressed:

`la`	-0.576
`de`	-0.496
`a`	-0.297
`happy`	-0.290
`l`	-0.264