The old lighthouse was a place where they'd spent so much time as kids, sitting and dreaming. He found her there now, painting the railing, the ocean breeze whipping her hair around her face. He stepped closer.

"This place..." he began, his voice rough.

She turned, a brush in her hand. "Beautiful, isn't it?"

"We used to…" He paused. “Remember climbing up here?”

She frowned slightly. "It looks familiar, but..." Her voice trailed off, a note of sadness in it. He felt like the ground had fallen away beneath him.

He looked out at the churning sea, the vast expanse mirroring the emptiness that now filled him. He was left with the knowledge that the past was gone, a memory he carried alone.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299