He ran a hand through his already disheveled hair, leaving it standing on end. "This can't be happening," Leo muttered, staring at the competing guest lists sprawled across his desk. Both birthdays, both his close friends, both on the exact same date. The thought sparked an internal tremor. It felt as if his chest were being squeezed by invisible hands.

He imagined the awkwardness, the potential for hurt feelings, the logistical nightmare. He envisioned himself flitting between venues, a social butterfly pinned to two separate, equally important boards. He felt a sudden, inexplicable urge to lie down, to disappear under the covers and never resurface.

He rubbed his temples, trying to ward off the throbbing headache that had started to bloom behind his eyes. He had to figure this out, and fast.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169