He poured himself a glass of whiskey, the amber liquid swirling in the crystal tumbler. It was a ritual he usually enjoyed, but tonight, the drink tasted flat, the warmth failing to reach his core. He thought about Liam, about his infectious laugh and his easygoing nature.

He opened his laptop, staring at the invitation to the party, the flashy design taunting him. He closed it again, unable to face the reality of the situation. He felt a deep ache within him, a kind of emptiness that seemed to permeate his every thought.

He decided to go through old emails. He found a string of messages between him and Liam from a decade ago. Reading the old correspondence, he felt his chest grow heavy.

Emotion: sentimental

Cluster: Nostalgia / Reflection
PC1 (Valence): 0.89 Positive
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.677
fondly0.567
memories0.503
0.488
reminis0.466
Suppressed:
either-0.515
or-0.488
[]-0.473
--0.408
не-0.396