"It's just not true," Alex mumbled, the words lost in the echoing expanse of the academic dean's office. He ran a hand through his already dishevelled hair. The accusation of academic dishonesty felt like a betrayal. He felt an intense need to defend himself.

The room’s starkness, the impersonal furniture, and the sterile air amplified his distress. He could feel the weight of the investigation pressing down on him. His thoughts drifted back to his childhood bedroom, to the vibrant posters of his heroes and the well-worn comic books scattered across his floor.

He recalled his father’s gentle encouragement, his unwavering belief in Alex's abilities. Alex closed his eyes, picturing the familiar comfort of his parents’ house, the smell of dinner cooking, the warmth of his family surrounding him. The fear that those comforts might be taken away filled him with a quiet despair.

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