The air in the art studio was thick with the smell of turpentine and acrylic paint. Chloe stared at her canvas, the brush frozen in her hand. Weeks of work, countless revisions, felt like a blur. She felt a sense of constriction, like a hand slowly tightening around her chest. The final deadline loomed, a physical presence.

Her phone rang, a shrill, unwelcome sound. It was her gallery owner. "Chloe, darling, have you seen the exhibit by the new artist, Ethan? It’s… intriguing."

The gallery visit confirmed her fear. A replica of her creation was on display. She felt the blood drain from her face.

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