He stared at the empty aquarium, the glass reflecting his own desolate expression. He longed for the soft gurgle of a fish tank, the mesmerizing dance of aquatic life. But she had protested, citing the burden of upkeep. Now the tank was empty, a monument to their broken agreement. He could not face the day.

The apartment felt oppressive, the walls closing in. He wandered from room to room, touching objects, each touch a reminder of the shared life they no longer had. He felt the sting of tears. She had given up on them.

He went to the window, the city sprawling below, indifferent to his pain. He was alone, and the silence was deafening. He considered calling his mother. He knew what she would say. The same soothing words, that never solved the problem.

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