The gallery's white walls swam before Elara’s eyes. Her breath hitched. She’d come to view the new exhibit, expecting a quiet evening. Instead, there it was. Her painting. *Her* painting, a swirling chaos of blues and greens, hanging front and center. It was her private, messy catharsis, the thing she'd created to try and escape the pressure. Now, anyone could see it. Her stomach lurched, a cold knot tightening in her chest. She mumbled an excuse and stumbled toward the exit. The polite, hushed murmuring of the other attendees felt like a deafening roar.

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