The silence in the break room felt oppressive, broken only by the rhythmic whir of the microwave. Ben watched the seconds tick by on the digital clock, each one a hammer blow against his sanity. The pressure was immense, the expectations suffocating. He clenched and unclenched his fists, trying to dispel the mounting anxiety.

"Hey, Ben," said Maria. She was walking towards him, an eager expression on her face. "Did you ever go to Camp Green Lake?"

Ben nearly choked on the air he was breathing. Green Lake. The place that held painful memories of being bullied. He stammered, his mind racing.

"Um, I think so," he said, his voice a strangled croak. He shifted his weight, wanting to flee. He hated feeling trapped, exposed. He grabbed a cup and poured himself some coffee, needing something, anything, to distract him.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229