The old house stood silent, a sentinel of a forgotten past. I walked through the halls, each step echoing in the sudden quiet. My brother, Jack, was already talking about the value of the land, the potential profit. I found the words to tell him to be quiet.

I walked into the library, where the dust motes danced in the sunlight. I ran my fingers across the spines of the books, remembering her voice as she read aloud. The memories were a bittersweet torment, a constant reminder of what was lost.

I sat in her favorite armchair, the leather worn smooth from years of use. The emptiness in the room was a palpable presence, a heavy shroud of silence that threatened to suffocate me. I closed my eyes, and the world began to spin.

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