The gallery owner's voice buzzed in Elias's ear, a persistent mosquito he couldn't swat away. "Fantastic, Elias! Absolutely fantastic! We're talking buzz, word of mouth, next level." He plastered on a smile, a grimace fighting for control. He hated the word "buzz." He hated the manic energy that swirled around him whenever his art found an audience. He just wanted quiet.

He excused himself, the gallery lights a blinding assault. Outside, the city roared. He leaned against the brick wall, the rough texture a grounding presence. A woman approached, her smile kind. "Excuse me," she said, her voice soft. "I just... I saw your work on someone. It's beautiful."

He braced himself. "Oh?" he managed, his voice a gravelly whisper. She rolled up her sleeve. On her forearm bloomed a flawless replica of his "Ephemeral Bloom" piece, inked in vivid color. He felt the blood drain from his face. It was as if a part of his soul, a part he hadn't realized was so fragile, had been ripped away and displayed for everyone to see.

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