Liam slammed the test results back onto the counter, the paper slapping against the granite with a decisive *thwack*. He felt a strange hollowness in his chest, a vacuum where his sense of belonging had resided. His adoptive parents, the only parents heโ€™d ever known, wereโ€ฆ not his.

He paced the living room, a space filled with the memories of a childhood built on stories, laughter, and endless Sunday dinners. Now, each memory felt tainted, as if seen through a distorted lens. He ran a hand through his hair, tugging at the strands. The comfortable familiarity of the house suddenly suffocated him. He needed air.

He grabbed his jacket and bolted out the door, the cool evening breeze doing nothing to quell the internal tempest. He walked until his legs ached, the city lights blurring through a sudden sheen of unshed tears.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299