The apology, delivered by a messenger, was a heavy thing. Liam had not expected it. The thick, creamy paper crackled as he unfolded it, a sound that grated on his already frayed nerves. He felt a sudden, inexplicable tightening in his throat.

He leaned against the doorway, letting the afternoon sun warm his face. The letter spoke of old grievances, of misunderstandings, of pain inflicted and suffered. He felt his hands clench into fists. He wanted to throw something, break something.

He didn't. Instead, he dropped the letter. The words seemed to float around him. The air seemed to buzz. He turned to the kitchen and grabbed a beer. The first swig was ice cold and didn't help.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384