He walked through the front door, the aroma of his mother's cooking immediately hitting him. It was a familiar smell, a scent he'd grown up with, but today, it felt intrusive, a suffocating embrace. He forced a smile as his mother rushed to greet him.

He excused himself and made his way to his old bedroom, shutting the door behind him. The room felt small, the walls closing in. He sat on the bed, staring at the posters he'd put up as a teenager. They felt foreign now, relics of a life he no longer recognized.

The weight of expectations, of needing to "get back on track," was a physical presence. He wanted to scream, to run, but his legs were lead, and he was trapped in this space, with all the memories and the weight of their hopeful gaze.

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