The cafe buzzed, a low hum of chatter and clinking cutlery. Rain lashed against the window, blurring the city lights into streaks of gold. Elias hadn't meant to come here. He'd just needed a coffee, a moment to breathe. Then *it* started. A familiar chord progression, a melody he’d poured his heart into years ago, now spilling out of the speakers, sung by a woman with a voice as clear as a mountain stream. His hands clenched. His vision narrowed slightly. The coffee tasted suddenly bitter.

He wanted to run, to vanish into the downpour. He stared at his trembling hands, the chipped paint on the table suddenly fascinating. He felt as if his chest were shrinking. A pressure was building behind his eyes.

“Beautiful, isn’t it?” the barista said, leaning across the counter. Elias nodded, his throat thick. He mumbled something about the weather, paid, and fled.

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