The silence of the house was oppressive, broken only by the ticking of the grandfather clock in the hall. Robert stood in the doorway, staring at the laptop. His son, Ben's, hidden Tumblr account was a vibrant, chaotic mix of art, opinions, and veiled criticisms. He felt a sudden, sharp pain behind his eyes.

He had always tried to encourage creativity, to foster individuality. Now, he was struck by a sense of profound isolation. He felt like he had failed, like he did not know his child.

He walked into the living room and slumped onto the sofa, feeling his body sink into the cushions. The world was now a blur.

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