He felt the gaze of the room, the expectant silence. He wanted to flee, to disappear, but he stood rooted to the spot. The air seemed thick, heavy, pressing down on him. The scent of perfume and the gentle murmur of conversation seemed to swirl around him, creating a dizzying effect. He looked at his father, and the man’s smile filled him with an unexpected sensation.

He began the speech. His voice was a little rough, a little shaky. He spoke of their love, their unwavering support, their kindness. He found himself focusing on the way his mother’s eyes sparkled, the way his father held her hand. He took a breath, struggling to catch his bearings.

The words continued to flow, but his thoughts were elsewhere. He felt a warmth spread through him, a tingling sensation in his limbs. He thought of their history, their sacrifices, their bond. He realized that the feelings were not just for his parents. The energy in the room, the significance of the occasion, the love… everything was becoming something else.

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