The attic was a labyrinth of shadows and forgotten things. John felt a hollowness, a sense of disconnect as he pushed open the door. He felt a deep longing for something, anything, to change. The house itself had become a monument to his anxieties.

He discovered a box overflowing with old love letters, each one a testament to passions and promises. He sank to his knees, overwhelmed by the unknown. He didn’t know how to navigate the present.

The silence of the attic pressed in on him, a stifling blanket. The letters felt like a judgment. He pushed himself up and left the room, the door swinging shut 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