“Another rejection?” Liam’s voice cracked slightly, the question a whisper in the echoing hallway. He stood, shoulders slumped, outside the apartment door, the envelope clutched tightly in his hand. The news of his half-brother, a man named Marcus, had already felt like a gut punch. Now, another opportunity lost.

He stared down at the floor, the tiles reflecting his dejected face. The silence within his apartment called to him. Each rejection made him feel more alone, and now there was another person who would likely be an outsider. He finally pushed his key into the lock, the sound of the door opening a heavy sigh.

Emotion: lonely

Cluster: Sadness / Despair
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -1.29

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241