The tiny, handwritten note pinned to the door of "Chez Pierre" felt like a personal betrayal. I felt a pressure in my chest, a tightness that made it difficult to draw a full breath. I stared at the faded script, my vision blurring, trying to process the simple words: "Closed for good." A wave of nausea hit me, and I stumbled backward, nearly tripping on the uneven cobblestones of the alley. My head throbbed, and I felt the unwelcome sting of tears forming in my eyes. I felt a compulsion to run, to escape the suffocating reality of the situation, to outrun the sudden, crushing weight that had settled upon me.

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