He stared at the canvas, the blank white surface reflecting his own emptiness. The brush felt leaden in his hand. The colors, usually vibrant and alive, appeared dull and lifeless. Mr. Rossi, the artist who had always seen the world in a beautiful way, had simply disappeared. The studio space felt vast, cavernous.

He dropped the brush, the sound echoing in the otherwise silent room. A strange buzzing filled his ears, a constant, annoying sound. He felt a sudden, sharp pain in his chest, and his breath caught in his throat. He sank to the floor, feeling the blood drain from his 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
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264