The city was a cacophony. Sirens wailed, horns blared, and the incessant drone of traffic vibrated through the floor of his cramped apartment. He felt a constant pressure, a squeezing in his chest, as if his ribs were slowly closing in. The time capsule was a distraction, a momentary escape from the relentless demands of his life. Found during a recent bout of cleaning, it sat on the kitchen table, awaiting its contents.

He forced himself to open it. Inside, a collection of childhood trinkets: a worn baseball, a half-eaten lollipop, a drawing of a rocket ship. The colours were vibrant, the memories distant. He felt disconnected from the person who had buried it. He felt like his lungs had shrunk and he was struggling to breathe. Why did he even dig it up?

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