Michael slammed the laptop shut. The glowing screen flickered, then died, plunging the room into shadow. He ran a hand through his thinning hair, feeling the frantic pulse in his temples. He knew he shouldn't have looked. But the curiosity, the nagging feeling that something was amiss with his son, pushed him.

He felt a sudden, sharp pain in his chest. His son, Leo, had a secret life. Videos of him skateboarding, something he never mentioned. Angry rants about school, hidden from the family. A whole world existing right under his nose, and he was completely oblivious.

He sank into the armchair, the leather creaking under his weight. He felt adrift, untethered. He needed to understand. He needed to *know* what was going on. But where did he even begin? The weight of it all was almost crushing.

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