He paced the length of his living room, his footsteps echoing a frantic rhythm. The decorations, carefully chosen and carefully hidden, now felt like accusing eyes. Mark had envisioned the night perfectly: laughter, music, friends. The sudden text - "Change of plans" - had sliced through that vision like a butcher knife. He ran a hand through his hair, tugging at the strands. The air in the room felt thick, like he was trying to breathe underwater. He stopped, staring out the window, the city lights blurred and indistinct.

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