The sheer volume of notifications on his phone was enough to make Michael dizzy. Emails, texts, social media – each one demanding attention. His to-do list, stretching longer than he could comprehend, had become a monster. He felt as though the world was closing in.

He glanced at his messages, and there it was: "SunsetChaser," his online photography friend, wrote, "Be there in ten!" Michael had been eager to explore the city's hidden gems with her, but now every muscle in his body was tense.

He stood frozen in his living room, staring at the camera bag he had packed. He began to pace, the floorboards groaning under his weight. He needed to get out, he needed to hide.

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