He stared at the blank screen, the cursor blinking accusingly. The deadline loomed like a thundercloud, and the silence of the apartment was suffocating. His roommate, Mark, was out, probably still at the bar. He had suggested a kitten. *A kitten!*

He rubbed his temples, feeling a dull ache begin to spread. The tiny, persistent demands of a kitten – the feeding, the cleaning, the playing – felt like another weight on his chest. It would be a distraction he didn't need.

He slammed his laptop shut. He needed to focus, to finish this project. He needed air. He walked to the window and stared out at the city, the lights blurring in his vision.

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