The vibrant colors of the art gallery now felt garish. Everything was so… loud. He had just spotted Emily, his "art curator" friend, cleaning windows. He felt a sharp pang in his chest. A sudden, unexpected ache.

His own ambitions felt as though they had been flattened. His art portfolio, sitting on his desk. He hadn’t touched it in weeks. The gallery's bright lights felt intensely aggressive and unwelcome.

He needed to get away, to escape the noise, the pressure. He felt a crushing sense of inadequacy, as if the very air was a dense, suffocating blanket. He turned and started to walk, putting the gallery behind him.

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