Rain hammered against the window of Maya’s cramped cubicle, mirroring the frantic pounding in her ears. She hadn't slept properly in days, the weight of the upcoming project presentation pressing down on her. The silence in the office felt oppressive, broken only by the rhythmic tap-tap-tap of her own agitated fingers against the keyboard.

Suddenly, a voice, bright and cheery, pierced through her mental fog. "Hey Maya, I just booked the conference room for the summer retreat! You excited?"

She turned, startled. It was David, her coworker, beaming. A sharp jab of pain surged up her spine. Retreat? The very word evoked a feeling she desperately wanted to escape.

"Yeah, great," she replied, her voice flat, devoid of any genuine enthusiasm. She picked at the chipped nail polish on her thumb, a nervous habit she had developed.

"I can't wait! Remember Camp Clearwater? That was the best summer, right?" David said, his eyes lit up.

Maya felt her face tighten. Clearwater. The place where the prank had backfired, leading to an onslaught of ridicule. A cold sweat slicked her palms.

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