He stared at the photograph, his knuckles white as he gripped the flyer. It was his photograph, a portrait of his grandmother, now displayed in a prominent fashion magazine with a different name attached. He felt cold, an icy hollowness spreading through his core.

His vision blurred. He felt a desperate urge to flee, to escape this… this nightmare. He wanted to scream, to lash out, but the words were trapped in his throat.

He crumpled the flyer in his hand, the paper crackling in the silence of his apartment. The betrayal felt monumental, a crushing weight that stole his ability to breathe. He needed to be alone, far away from all of this.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169