Clara needed air. The coffee shop was suddenly too close, too loud. The aroma of stale pastries, usually comforting, now choked her. The cashier's cheerful greeting, usually innocuous, now grated like nails on a chalkboard. She mumbled a thank you and stumbled out.

Sunlight, brutal and unforgiving, illuminated the sidewalk. A young man, his face a canvas of tattoos, smiled at her. He gestured at his bicep. There, staring back at her, was a perfect copy of her "Crimson Tide" painting. The swirling reds, the frantic brushstrokes, the raw emotion she’d poured into it – all replicated in permanent ink.

She felt a tremor in her hands. The world seemed to tilt. She blinked, trying to focus. He was talking, saying something about how much the piece resonated with him. She couldn't understand. She just wanted it to stop, this flood of attention, of the feeling of being exposed.

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