He felt a familiar pressure in his chest. His daughter was leaving for college tomorrow, and the impending emptiness in the house was a heavy weight. He felt a deep sense of unease, a constant churning in his gut. The yard sale was a distraction, an attempt to fill the void.

He noticed it almost instantly, sitting amongst a pile of mismatched toys. It was his childhood companion, Bartholomew. The bear was tattered and worn, its once bright blue bow faded and frayed.

He picked him up, feeling the familiar weight in his hands. He ran his fingers along the bear’s soft fur, remembering the countless nights he had snuggled with him as a child. Memories flooded back. He paid for the bear, a tiny smile touching his lips.

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