The afternoon sun blazed down, baking the patio stones. Sarah had just settled into her wicker chair with a cold lemonade, attempting to find a moment of peace. Then came the tap on the shoulder. It was Mr. Garcia, his face split into a wide grin.

"Sarah! Lovely day, isn't it? I’ve been admiring your yard all summer. The soil looks perfect. I was wondering…"

Sarah’s breath hitched. Her heart began to race. She had been meaning to put up the new fence posts, mow the lawn, and finally get around to trimming the roses. Now, this. She stared at the lemonade, the ice melting, the coolness escaping.

She fiddled with the straw in her glass, her fingers trembling. "I… I just don't know, Mr. Garcia," she mumbled, avoiding his gaze. "So much to do." The cool air seemed suddenly far away.

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