He was already on the verge of tears, thanks to an argument with his wife. The delivery person handed him a small arrangement of forget-me-nots and baby's breath. No card. The irony was almost too much to bear.

He just stood there on his porch, feeling the tears well up in his eyes. He couldn't speak, could barely breathe. The flowers, delicate and ephemeral, felt like a cruel joke.

He turned and went inside, the small bouquet clutched in his hand. He sank onto the couch, the sobs escaping him, the silence amplifying the pressure he had felt growing throughout the day.

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