The coffee shop was normally a sanctuary, the aroma of roasted beans a comfort. Today, however, it felt like a cage. The revelation about Edgar Finch, the author whose work he devoured, was like a physical blow. The weight of it settled in his chest.

He took a sip of his coffee, the scalding liquid doing little to dispel the chill that had settled in his limbs. He stared out the window, watching the busy street scene, but seeing nothing. His vision blurred, and the world seemed to tilt.

He squeezed his eyes shut. He felt a sharp pang of anger, quickly followed by a weary surrender. He paid for his coffee and left, the noise of the street suddenly amplified and unbearable.

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