"Well, this is just great," Maya muttered, her voice brittle. She crumpled the paper and tossed it onto the overflowing pile of mail. A tight knot formed in her stomach. The idea of moving, of facing the future, felt like stepping off a cliff.

She sat on the sofa, her gaze drifting around the room. Her eyes lingered on her well-worn furniture, the familiar objects that had witnessed years of her life. The thought of leaving it all behind, of severing her connection to this space, caused a wave of sadness to wash over her.

She closed her eyes, trying to block out the churning in her gut. Everything felt too loud, too bright, too much. A single tear escaped, tracing a path down her cheek.

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